20.4.3.3.10 Large Language Models for Vision, LLM, LVLM

Zhao, Z.[Zihao], Wang, S.[Sheng], Gu, J.[Jinchen], Zhu, Y.[Yitao], Mei, L.[Lanzhuju], Zhuang, Z.X.[Zi-Xu], Cui, Z.M.[Zhi-Ming], Wang, Q.[Qian], Shen, D.G.[Ding-Gang],
ChatCAD+: Toward a Universal and Reliable Interactive CAD Using LLMs,
MedImg(43), No. 11, November 2024, pp. 3755-3766.
IEEE DOI 2411
Solid modeling, Reliability, Medical diagnostic imaging, Chatbots, Visualization, Brain modeling, Databases, Large language models, computer-assisted diagnosis BibRef

Luo, H.[Haonan], Zeng, Y.J.[Yi-Jie], Yang, L.[Li], Chen, K.[Kexun], Shen, Z.X.[Zhi-Xuan], Lv, F.[Fengmao],
VLAI: Exploration and Exploitation based on Visual-Language Aligned Information for Robotic Object Goal Navigation,
IVC(151), 2024, pp. 105259.
Elsevier DOI Code:
WWW Link. 2411
Object goal navigation, Visual-to-language, Embodied artificial intelligence, Large language model BibRef

Mansourian, A.[Ali], Oucheikh, R.[Rachid],
ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models,
IJGI(13), No. 10, 2024, pp. 348.
DOI Link 2411
BibRef

Li, D.[Diya], Zhao, Y.[Yue], Wang, Z.F.[Zhi-Fang], Jung, C.[Calvin], Zhang, Z.[Zhe],
Large Language Model-Driven Structured Output: A Comprehensive Benchmark and Spatial Data Generation Framework,
IJGI(13), No. 11, 2024, pp. 405.
DOI Link 2412
BibRef

Li, Y.X.[Yun-Xin], Hu, B.T.[Bao-Tian], Chen, X.Y.[Xin-Yu], Ma, L.[Lin], Xu, Y.[Yong], Zhang, M.[Min],
LMEye: An Interactive Perception Network for Large Language Models,
MultMed(26), 2024, pp. 10952-10964.
IEEE DOI 2412
Visualization, Task analysis, Data models, Tuning, Large language models, Training, Cognition, interactive perception network BibRef

Shao, R.[Run], Zhang, Z.Y.[Zhao-Yang], Tao, C.[Chao], Zhang, Y.S.[Yun-Sheng], Peng, C.L.[Chang-Le], Li, H.F.[Hai-Feng],
Homogeneous tokenizer matters: Homogeneous visual tokenizer for remote sensing image understanding,
PandRS(218), 2024, pp. 294-310.
Elsevier DOI Code:
WWW Link. 2412
Remote sensing image understanding, Visual tokenizer, Homogeneous, Semantically independent region, Visual transformer model BibRef

Wang, Z.H.[Zhe-Hui], Luo, T.[Tao], Liu, C.[Cheng], Liu, W.C.[Wei-Chen], Goh, R.S.M.[Rick Siow Mong], Wong, W.F.[Weng-Fai],
Enabling Energy-Efficient Deployment of Large Language Models on Memristor Crossbar: A Synergy of Large and Small,
PAMI(47), No. 2, February 2025, pp. 916-933.
IEEE DOI 2501
Memristors, Random access memory, Nonvolatile memory, Computational modeling, Neural networks BibRef

Wang, Z.[Zihao], Cai, S.F.[Shao-Fei], Liu, A.[Anji], Jin, Y.G.[Yong-Gang], Hou, J.[Jinbing], Zhang, B.[Bowei], Lin, H.[Haowei], He, Z.F.[Zhao-Feng], Zheng, Z.L.[Zi-Long], Yang, Y.D.[Yao-Dong], Ma, X.J.[Xiao-Jian], Liang, Y.[Yitao],
JARVIS-1: Open-World Multi-Task Agents With Memory-Augmented Multimodal Language Models,
PAMI(47), No. 3, March 2025, pp. 1894-1907.
IEEE DOI 2502
Planning, Diamond, Games, Complexity theory, Cognition, Accuracy, Visualization, Reliability, Multitasking, Iron, Minecraft, open-world agents BibRef

Zhan, Y.[Yang], Xiong, Z.[Zhitong], Yuan, Y.[Yuan],
SkyEyeGPT: Unifying remote sensing vision-language tasks via instruction tuning with large language model,
PandRS(221), 2025, pp. 64-77.
Elsevier DOI 2503
Remote sensing vision-language, Large language model, Multi-modal, Instruction tuning BibRef

Zhu, Y.[Yong], Wen, Z.Y.[Zhen-Yu], Li, X.[Xiong], Shi, X.F.[Xiu-Fang], Wu, X.[Xiang], Dong, H.[Hui], Chen, J.M.[Ji-Ming],
ChatNav: Leveraging LLM to Zero-Shot Semantic Reasoning in Object Navigation,
CirSysVideo(35), No. 3, March 2025, pp. 2369-2381.
IEEE DOI 2503
Semantics, Navigation, Robots, Cognition, TV, Accuracy, Chatbots, Large language models, Decision making, Pipelines, gravity-repulsion model BibRef

Li, Y.X.[Yun-Xin], Jiang, S.Y.[Shen-Yuan], Hu, B.T.[Bao-Tian], Wang, L.Y.[Long-Yue], Zhong, W.Q.[Wan-Qi], Luo, W.H.[Wen-Han], Ma, L.[Lin], Zhang, M.[Min],
Uni-MoE: Scaling Unified Multimodal LLMs With Mixture of Experts,
PAMI(47), No. 5, May 2025, pp. 3424-3439.
IEEE DOI 2504
Training, Data models, Computational modeling, Connectors, Benchmark testing, Visualization, Tuning BibRef

Huang, Z.Z.[Zhong-Zhan], Zhong, S.S.[Shan-Shan], Zhou, P.[Pan], Gao, S.[Shanghua], Zitnik, M.[Marinka], Lin, L.[Liang],
A Causality-Aware Paradigm for Evaluating Creativity of Multimodal Large Language Models,
PAMI(47), No. 5, May 2025, pp. 3830-3846.
IEEE DOI 2504
Creativity, Games, Cognition, Standards, Benchmark testing, Training, Pipelines, Manuals, Large language models, Information leakage, causal intervention BibRef

Marasco, E.[Emanuela], Bourlai, T.[Thirimachos],
Enhancing trust in Large Language Models for streamlined decision-making in military operations,
IVC(158), 2025, pp. 105489.
Elsevier DOI 2505
Machine unlearning, Military, Trustworthy AI, Large Language Models BibRef

Qiao, D.[Dewen], Ao, X.[Xiang], Liu, Y.[Yu], Chen, X.T.[Xue-Tao], Song, F.Y.[Fu-Yuan], Qin, Z.[Zheng], Jin, W.Q.[Wen-Qiang],
Tri-AFLLM: Resource-Efficient Adaptive Asynchronous Accelerated Federated LLMs,
CirSysVideo(35), No. 5, May 2025, pp. 4198-4211.
IEEE DOI 2505
Training, Computational modeling, Adaptation models, Data models, Accuracy, Optimization, Servers, Data privacy, Prompt engineering, momentum gradient descent BibRef

Villani, F.[Francesco], Maljkovic, I.[Igor], Lazzaro, D.[Dario], Sotgiu, A.[Angelo], Cinà, A.E.[Antonio Emanuele], Roli, F.[Fabio],
Robust image classification with multi-modal large language models,
PRL(194), 2025, pp. 1-7.
Elsevier DOI 2506
Adversarial machine learning, Robust classification, Multimodal large language model, Multimodal information, TrustworthyAI BibRef

Wang, Q.W.[Qing-Wang], Li, C.H.[Chao-Hui], Liu, Y.[Yi], Zhu, Q.B.[Qiu-Bai], Song, J.[Jian], Shen, T.[Tao],
An Adaptive Framework Embedded With LLM for Knowledge Graph Construction,
MultMed(27), 2025, pp. 2912-2923.
IEEE DOI 2506
Knowledge graphs, Semantics, Accuracy, Encyclopedias, Data mining, Online services, Costs, Training, Prompt engineering, Multilingual, prompt engineering BibRef

Shao, Z.W.[Zhen-Wei], Yu, Z.[Zhou], Yu, J.[Jun], Ouyang, X.C.[Xue-Cheng], Zheng, L.[Lihao], Gai, Z.B.[Zhen-Biao], Wang, M.Y.[Ming-Yang], Kuang, Z.Z.[Zhen-Zhong], Ding, J.J.[Jia-Jun],
Imp: Highly Capable Large Multimodal Models for Mobile Devices,
MultMed(27), 2025, pp. 2961-2974.
IEEE DOI 2506
Visualization, Training, Data models, Computational modeling, Training data, Connectors, Large language models, Mobile handsets, vision-language models BibRef

Zhang, Y.X.[Yi-Xuan], Liu, C.B.[Chuan-Bin], Liu, Y.Z.[Yi-Zhi], Gao, Y.F.[Yi-Fan], Lu, Z.Y.[Zhi-Ying], Xie, H.T.[Hong-Tao], Zhang, Y.D.[Yong-Dong],
Leveraging Concise Concepts With Probabilistic Modeling for Interpretable Visual Recognition,
MultMed(27), 2025, pp. 3117-3131.
IEEE DOI 2506
Visualization, Probabilistic logic, Semantics, Training, Redundancy, Predictive models, Large language models, Adaptation models, probabilistic modeling BibRef

Ge, J.[Junyao], Zhang, X.[Xu], Zheng, Y.[Yang], Guo, K.[Kaitai], Liang, J.[Jimin],
RSTeller: Scaling up visual language modeling in remote sensing with rich linguistic semantics from openly available data and large language models,
PandRS(226), 2025, pp. 146-163.
Elsevier DOI Code:
WWW Link. 2506
Vision language model, Multimodal dataset, OpenStreetMap, Google earth engine, Large language models BibRef

Li, Z.S.[Zhen-Shi], Muhtar, D.[Dilxat], Gu, F.[Feng], He, Y.L.X.[Yang-Lang-Xing], Zhang, X.L.[Xue-Liang], Xiao, P.F.[Peng-Feng], He, G.[Guangjun], Zhu, X.X.[Xiao-Xiang],
LHRS-Bot-Nova: Improved multimodal large language model for remote sensing vision-language interpretation,
PandRS(227), 2025, pp. 539-550.
Elsevier DOI Code:
WWW Link. 2508
BibRef
Earlier: A2, A1, A3, A5, A6, Only:
Lhrs-bot: Empowering Remote Sensing with Vgi-enhanced Large Multimodal Language Model,
ECCV24(LXXIV: 440-457).
Springer DOI 2412
Remote sensing, Earth observation, Multimodal large language model, Vision-language dataset BibRef

Chen, L.F.[Ling-Feng], Hu, P.[Panhe], Pan, Z.L.[Zhi-Liang], Liu, Q.[Qi], Zhang, S.H.[Shuang-Hui], Liu, Z.[Zhen],
Large Language Models Can Achieve Explainable and Training-Free One-Shot HRRP ATR,
SPLetters(32), 2025, pp. 3395-3399.
IEEE DOI 2509
Indexes, Target recognition, Scattering, Radar, Training, Large language models, Frequency-domain analysis, Data mining, in-context learning BibRef

Li, X.[Xu], Zheng, Y.[Yi], Chen, H.T.[Hao-Tian], Chen, X.L.[Xiao-Lei], Liang, Y.X.[Yu-Xuan], Lai, C.H.[Cheng-Hang], Li, B.[Bin], Xue, X.Y.[Xiang-Yang],
Instruction-guided fusion of multi-layer visual features in Large Vision-Language Models,
PR(170), 2026, pp. 111932.
Elsevier DOI Code:
WWW Link. 2509
Large Vision-Language Models, Multimodal large language models, Hierarchical feature utilization BibRef

Yang, S.Y.[Song-Yuan], Yu, W.J.[Wei-Jiang], Yang, W.J.[Wen-Jing], Liu, X.W.[Xin-Wang], Tan, H.B.[Hui-Bin], Lan, L.[Long], Xiao, N.[Nong],
WildVideo: Benchmarking LMMs for Understanding Video-Language Interaction,
PAMI(47), No. 10, October 2025, pp. 9330-9344.
IEEE DOI 2510
Videos, Benchmark testing, Visualization, Cognition, Training, Oral communication, Data mining, video question answering BibRef

Hong, W.[Wenyi], Cheng, Y.[Yean], Yang, Z.[Zhuoyi], Luo, Z.Y.[Zi-Yang], Wu, H.N.[Hao-Ning], Li, D.X.[Dong-Xu], Ma, J.[Jing], Kankanhalli, M.[Mohan], Li, J.[Junnan],
VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation,
CVPR25(8461-8474)
IEEE DOI 2508
Analytical models, Costs, Annotations, Computational modeling, Scalability, Benchmark testing, large multimodal models BibRef

Han, Y.D.[Yu-Dong], Guo, Q.[Qingpei], Pan, L.Y.[Li-Yuan], Liu, L.[Liu], Guan, Y.[Yu], Yang, M.[Ming],
DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding,
CVPR25(8512-8522)
IEEE DOI Code:
WWW Link. 2508
Visualization, Computational modeling, Redundancy, Statistical learning, Semantics, Cooperative systems, dynamic network BibRef

Liu, Y.[Yexin], Liang, Z.Y.[Zheng-Yang], Wang, Y.Z.[Yue-Ze], Wu, X.F.[Xian-Feng], Tang, F.L.[Fei-Long], He, M.[Muyang], Li, J.[Jian], Liu, Z.[Zheng], Yang, H.[Harry], Lim, S.[Sernam], Zhao, B.[Bo],
Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly,
CVPR25(9087-9097)
IEEE DOI 2508
Training, Measurement, Visualization, Pipelines, Refining, Benchmark testing, Robustness, Decoding, Tuning, MLLM, benchmark, visual understanding BibRef

Wang, Z.T.[Zhen-Ting], Hu, S.M.[Shu-Ming], Zhao, S.Y.[Shi-Yu], Lin, X.W.[Xiao-Wen], Juefei-Xu, F.[Felix], Li, Z.[Zhuowei], Han, L.[Ligong], Subramanyam, H.[Harihar], Chen, L.[Li], Chen, J.[Jianfa], Jiang, N.[Nan], Lyu, L.[Lingjuan], Ma, S.Q.[Shi-Qing], Metaxas, D.N.[Dimitris N.], Jain, A.[Ankit],
MLLM-as-a-Judge for Image Safety without Human Labeling,
CVPR25(14657-14666)
IEEE DOI 2508
Visualization, Image synthesis, Large language models, Media, Cognition, Safety, Labeling BibRef

Tian, J.[Jirui], Zhang, J.R.[Jin-Rong], Liu, S.[Shenglan], Xu, L.[Luhao], Huang, Z.X.[Zhi-Xiong], Huang, G.[Gao],
DTOS: Dynamic Time Object Sensing with Large Multimodal Model,
CVPR25(13810-13820)
IEEE DOI Code:
WWW Link. 2508
Location awareness, Visualization, Large language models, Robustness, Spatiotemporal phenomena, Sensors, Spatial resolution, Videos BibRef

Li, M.[Ming], Zhong, J.[Jike], Chen, T.[Tianle], Lai, Y.X.[Yu-Xiang], Psounis, K.[Konstantinos],
EEE-Bench: A Comprehensive Multimodal Electrical And Electronics Engineering Benchmark,
CVPR25(13337-13349)
IEEE DOI 2508
Visualization, Foundation models, Large language models, Benchmark testing, Control systems, Mathematical models BibRef

Liu, Z.H.[Zhi-Hang], Xie, C.W.[Chen-Wei], Li, P.[Pandeng], Zhao, L.M.[Li-Ming], Tang, L.X.[Long-Xiang], Zheng, Y.[Yun], Liu, C.B.[Chuan-Bin], Xie, H.T.[Hong-Tao],
Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models,
CVPR25(8568-8578)
IEEE DOI Code:
WWW Link. 2508
Training, Visualization, Image coding, Codes, Large language models, Benchmark testing, Computational efficiency, Videos, efficiency BibRef

Ma, Y.Y.[Yi-Yang], Liu, X.C.[Xing-Chao], Chen, X.K.[Xiao-Kang], Liu, W.[Wen], Wu, C.Y.[Cheng-Yue], Wu, Z.Y.[Zhi-Yu], Pan, Z.Z.[Zi-Zheng], Xie, Z.[Zhenda], Zhang, H.[Haowei], Yu, X.K.[Xing-Kai], Zhao, L.[Liang], Wang, Y.S.[Yi-Song], Liu, J.Y.[Jia-Ying], Ruan, C.[Chong],
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation,
CVPR25(7739-7751)
IEEE DOI 2508
Training, Computational modeling, Large language models BibRef

Zhu, M.[Muzhi], Tian, Y.Z.[Yu-Zhuo], Chen, H.[Hao], Zhou, C.[Chunluan], Guo, Q.[Qingpei], Liu, Y.[Yang], Yang, M.[Ming], Shen, C.H.[Chun-Hua],
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories,
CVPR25(3686-3696)
IEEE DOI Code:
WWW Link. 2508
Visualization, Protocols, Annotations, Filtering, Decision making, Stars, Robustness, Trajectory, Visual perception, mllm, VLM, agent BibRef

Zhu, L.[Lanyun], Chen, T.R.[Tian-Run], Xu, Q.X.[Qian-Xiong], Liu, X.[Xuanyi], Ji, D.[Deyi], Wu, H.Y.[Hai-Yang], Soh, D.W.[De Wen], Liu, J.[Jun],
POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation,
CVPR25(30231-30240)
IEEE DOI 2508
Learning systems, Attention mechanisms, Accuracy, Design methodology, Computational modeling, Optimization methods, Ensemble learning BibRef

Niu, J.[Junbo], Li, Y.F.[Yi-Fei], Miao, Z.Y.[Zi-Yang], Ge, C.J.[Chun-Jiang], Zhou, Y.H.[Yuan-Hang], He, Q.H.[Qi-Hao], Dong, X.Y.[Xiao-Yi], Duan, H.D.[Hao-Dong], Ding, S.[Shuangrui], Qian, R.[Rui], Zhang, P.[Pan], Zang, Y.H.[Yu-Hang], Cao, Y.H.[Yu-Hang], He, C.H.[Cong-Hui], Wang, J.Q.[Jia-Qi],
OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?,
CVPR25(18902-18913)
IEEE DOI Code:
WWW Link. 2508
Analytical models, Adaptation models, Pipelines, Benchmark testing, Real-time systems, Cognition, Delays, Videos BibRef

Farina, M.[Matteo], Mancini, M.[Massimiliano], Iacca, G.[Giovanni], Ricci, E.[Elisa],
Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages,
CVPR25(29989-29998)
IEEE DOI 2508
Training, Adaptation models, Benchmark testing, Feature extraction, Rendering (computer graphics), Robustness, few-shot learning, multimodal learning BibRef

Xue, X.Y.[Xiang-Yuan], Lu, Z.[Zeyu], Huang, D.[Di], Wang, Z.D.[Zi-Dong], Ouyang, W.L.[Wan-Li], Bai, L.[Lei],
ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems,
CVPR25(24614-24624)
IEEE DOI Code:
WWW Link. 2508
Codes, Semantics, Collaboration, Benchmark testing, Closed loop systems, Artificial intelligence, Complex systems, Multi-agent systems BibRef

Zhao, Z.[Zijia], Huo, Y.Q.[Yu-Qi], Yue, T.T.[Tong-Tian], Guo, L.T.[Long-Teng], Lu, H.Y.[Hao-Yu], Wang, B.N.[Bing-Ning], Chen, W.P.[Wei-Peng], Liu, J.[Jing],
Efficient Motion-Aware Video MLLM,
CVPR25(24159-24168)
IEEE DOI 2508
Analytical models, Visualization, Costs, Fuses, Scalability, Redundancy, Semantics, Benchmark testing, Vectors, Videos BibRef

Wu, R.H.[Rong-Huan], Su, W.[Wanchao], Liao, J.[Jing],
Chat2SVG: Vector Graphics Generation with Large Language Models and Image Diffusion Models,
CVPR25(23690-23700)
IEEE DOI Code:
WWW Link. 2508
Training, Visualization, Shape, Large language models, Layout, Pipelines, Diffusion models, Vectors, Complexity theory, image diffusion model BibRef

Zhang, Z.[Zhi], Yadav, S.[Srishti], Han, F.Z.[Feng-Ze], Shutova, E.[Ekaterina],
Cross-modal Information Flow in Multimodal Large Language Models,
CVPR25(19781-19791)
IEEE DOI Code:
WWW Link. 2508
Location awareness, Visualization, Large language models, Computational modeling, Focusing, Linguistics, Predictive models, inner working mechanism BibRef

Yang, S.[Senqiao], Chen, Y.[Yukang], Tian, Z.[Zhuotao], Wang, C.Y.[Cheng-Yao], Li, J.Y.[Jing-Yao], Yu, B.[Bei], Jia, J.Y.[Jia-Ya],
VisionZip: Longer is Better but Not Necessary in Vision Language Models,
CVPR25(19792-19802)
IEEE DOI Code:
WWW Link. 2508
Visualization, Analytical models, Computational modeling, Redundancy, Video sequences, Performance gain, Feature extraction, vision language model BibRef

Xie, J.Y.[Jing-Yi], Yang, J.T.[Jin-Tao], Luo, Z.[Zhunchen], Cao, Y.[Yunbo], Gao, Q.[Qiang], Zhang, M.Y.[Meng-Yuan], Hu, W.P.[Wen-Peng],
AdaDARE-y: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation,
CVPR25(19758-19768)
IEEE DOI 2508
Adaptation models, Visualization, Technological innovation, Large language models, Computational modeling BibRef

Fang, Y.[Yi], Jin, B.[Bowen], Shen, J.C.[Jia-Cheng], Ding, S.[Sirui], Tan, Q.[Qiaoyu], Han, J.W.[Jia-Wei],
GraphGPT-o: Synergistic Multimodal Comprehension and Generation on Graphs,
CVPR25(19467-19476)
IEEE DOI Code:
WWW Link. 2508
Codes, Image synthesis, Large language models, Semantics, Transforms, Encoding, Explosions, Electronic commerce, Data mining, multimodal, multimodal large language model BibRef

Tao, K.[Keda], Qin, C.[Can], You, H.X.[Hao-Xuan], Sui, Y.[Yang], Wang, H.[Huan],
DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models,
CVPR25(18992-19001)
IEEE DOI 2508
Training, Visualization, Image coding, Large language models, Redundancy, Merging, Decoding, Iterative decoding, Videos, token compression BibRef

Hao, H.R.[Hao-Ran], Han, J.M.[Jia-Ming], Li, C.S.[Chang-Sheng], Li, Y.F.[Yu-Feng], Yue, X.Y.[Xiang-Yu],
RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models,
CVPR25(14538-14548)
IEEE DOI Code:
WWW Link. 2508
Training, Visualization, Image recognition, Databases, Large language models, Pipelines, Oral communication, retrieval-augmented generation BibRef

Tao, C.X.[Chen-Xin], Su, S.Q.[Shi-Qian], Zhu, X.Z.[Xi-Zhou], Zhang, C.Y.[Chen-Yu], Chen, Z.[Zhe], Liu, J.[Jiawen], Wang, W.H.[Wen-Hai], Lu, L.W.[Le-Wei], Huang, G.[Gao], Qiao, Y.[Yu], Dai, J.F.[Ji-Feng],
HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding,
CVPR25(14559-14569)
IEEE DOI 2508
Training, Visualization, Large language models, Predictive models, Encoding, Data models, Tuning, Faces BibRef

Tong, B.[Bo], Lai, B.[Bokai], Zhou, Y.[Yiyi], Luo, G.[Gen], Shen, Y.H.[Yun-Hang], Li, K.[Ke], Sun, X.S.[Xiao-Shuai], Ji, R.R.[Rong-Rong],
FlashSloth: Lightning Multimodal Large Language Models via Embedded Visual Compression,
CVPR25(14570-14581)
IEEE DOI Code:
WWW Link. 2508
Training, Visualization, Image coding, Codes, Large language models, Semantics, Lightning, Computational complexity, visual compression BibRef

Lin, Y.Z.[Yuan-Ze], Li, Y.S.[Yun-Sheng], Chen, D.D.[Dong-Dong], Xu, W.J.[Wei-Jian], Clark, R.[Ronald], Torr, P.[Philip],
Olympus: A Universal Task Router for Computer Vision Tasks,
CVPR25(14235-14246)
IEEE DOI 2508
Training, Accuracy, Computational modeling, Large language models, Transforms, Routing, Videos, multimodal large language models BibRef

Szot, A.[Andrew], Mazoure, B.[Bogdan], Attia, O.[Omar], Timofeev, A.[Aleksei], Agrawal, H.[Harsh], Hjelm, D.[Devon], Gan, Z.[Zhe], Kira, Z.[Zsolt], Toshev, A.[Alexander],
From Multimodal LLMs to Generalist Embodied Agents: Methods and Lessons,
CVPR25(10644-10655)
IEEE DOI 2508
Training, Adaptation models, Video games, Navigation, Large language models, Supervised learning, Benchmark testing BibRef

Yin, H.[Hao], Si, G.Z.[Gunag-Zong], Wang, Z.[Zilei],
Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference,
CVPR25(9382-9391)
IEEE DOI Code:
WWW Link. 2508
Visualization, Codes, Large language models, Perturbation methods, Computational modeling, Semantics, Information processing, attention mechanism BibRef

Gholami, M.[Mohsen], Akbari, M.[Mohammad], Cannons, K.[Kevin], Zhang, Y.[Yong],
CASP: Compression of Large Multimodal Models Based on Attention Sparsity,
CVPR25(9372-9381)
IEEE DOI 2508
Quantization (signal), Image coding, Large language models, Bit rate, Benchmark testing, Sparse matrices, Matrix decomposition, 2-bit quantization BibRef

Jia, H.R.[Hong-Rui], Jiang, C.[Chaoya], Xu, H.Y.[Hai-Yang], Ye, W.[Wei], Dong, M.F.[Meng-Fan], Yan, M.[Ming], Zhang, J.[Ji], Huang, F.[Fei], Zhang, S.K.[Shi-Kun],
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization,
CVPR25(9361-9371)
IEEE DOI Code:
WWW Link. 2508
Visualization, Large language models, Face recognition, Symbols, Optimization methods, Benchmark testing, Performance gain, Context modeling BibRef

Alvar, S.R.[Saeed Ranjbar], Singh, G.[Gursimran], Akbari, M.[Mohammad], Zhang, Y.[Yong],
DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models,
CVPR25(9392-9401)
IEEE DOI 2508
Measurement, Visualization, Accuracy, Large language models, Redundancy, Memory management, Minimax techniques, Data models, inference optimization BibRef

Yang, L.R.[Long-Rong], Shen, D.[Dong], Cai, C.X.[Chao-Xiang], Chen, K.B.[Kai-Bing], Yang, F.[Fan], Gao, T.T.[Ting-Ting], Zhang, D.[Di], Li, X.[Xi],
Libra-Merging: Importance-Redundancy and Pruning-Merging Trade-Off for Acceleration Plug-In in Large Vision-Language Model,
CVPR25(9402-9412)
IEEE DOI Code:
WWW Link. 2508
Visualization, Costs, Codes, Merging, Faces BibRef

Zhang, Z.F.[Ze-Feng], Tang, H.Z.[Heng-Zhu], Sheng, J.W.[Jia-Wei], Zhang, Z.Y.[Zhen-Yu], Ren, Y.M.[Yi-Ming], Li, Z.Y.[Zhen-Yang], Yin, D.W.[Da-Wei], Ma, D.[Duohe], Liu, T.W.[Ting-Wen],
Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization,
CVPR25(9423-9433)
IEEE DOI Code:
WWW Link. 2508
Visualization, Large language models, Perturbation methods, Noise, Robustness, Noise robustness, Optimization, Resilience, Noise level BibRef

Liang, Y.[Yinan], Wang, Z.W.[Zi-Wei], Xu, X.W.[Xiu-Wei], Zhou, J.[Jie], Lu, J.W.[Ji-Wen],
EfficientLLaVA: Generalizable Auto-Pruning for Large Vision-language Models,
CVPR25(9445-9454)
IEEE DOI Code:
WWW Link. 2508
Training, Visualization, Accuracy, Upper bound, Risk minimization, Costs, Refining, Training data, Data models, Cognition BibRef

Jiao, Q.[Qirui], Chen, D.[Daoyuan], Huang, Y.L.[Yi-Lun], Ding, B.L.[Bo-Lin], Li, Y.[Yaliang], Shen, Y.[Ying],
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models,
CVPR25(9296-9307)
IEEE DOI 2508
Visualization, Fine-grained image recognition, Large language models, Contrastive learning, Benchmark testing, visual instruction tuning dataset BibRef

Heo, M.[Miran], Chen, M.H.[Min-Hung], Huang, D.A.[De-An], Liu, S.[Sifei], Radhakrishnan, S.[Subhashree], Kim, S.J.[Seon Joo], Wang, Y.C.A.F.[Yu-Chi-Ang Frank], Hachiuma, R.[Ryo],
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks,
CVPR25(3919-3930)
IEEE DOI 2508
Bridges, Visualization, Target tracking, Large language models, Benchmark testing, Commonsense reasoning, Videos BibRef

Ouali, Y.[Yassine], Bulat, A.[Adrian], Xenos, A.[Alexandros], Zaganidis, A.[Anestis], Metaxas, I.M.[Ioannis Maniadis], Martinez, B.[Brais], Tzimiropoulos, G.[Georgios],
VladVA: Discriminative Fine-tuning of LVLMs,
CVPR25(4101-4111)
IEEE DOI 2508
Training, Representation learning, Adaptation models, Computational modeling, Benchmark testing, Predictive models, Standards BibRef

Ye, X.[Xubing], Gan, Y.[Yukang], Ge, Y.X.[Yi-Xiao], Zhang, X.P.[Xiao-Ping], Tang, Y.S.[Yan-Song],
ATP-LLaVA: Adaptive Token Pruning for Large Vision Language Models,
CVPR25(24972-24982)
IEEE DOI 2508
Degradation, Adaptation models, Visualization, Computational modeling, Large language models, Redundancy, multimodal learning BibRef

Schnaus, D.[Dominik], Araslanov, N.[Nikita], Cremers, D.[Daniel],
It's a (Blind) Match! Towards Vision-Language Correspondence without Parallel Data,
CVPR25(24983-24992)
IEEE DOI 2508
Accuracy, Foundation models, Annotations, Computational modeling, Semantics, Optimal matching, vision-language models, representation learning BibRef

Luo, G.[Gen], Yang, X.[Xue], Dou, W.H.[Wen-Han], Wang, Z.K.[Zhao-Kai], Liu, J.W.[Jia-Wen], Dai, J.F.[Ji-Feng], Qiao, Y.[Yu], Zhu, X.Z.[Xi-Zhou],
Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training,
CVPR25(24960-24971)
IEEE DOI Code:
WWW Link. 2508
Visualization, Large language models, Benchmark testing, Encoding, Decoding, Noise measurement, Optimization, multimodal models, vision language models BibRef

Zhao, Y.Q.[Ya-Qi], Yin, Y.Y.[Yuan-Yang], Li, L.[Lin], Lin, M.[Mingan], Huang, V.S.J.[Victor Shea-Jay], Chen, S.W.[Si-Wei], Chen, W.P.[Wei-Peng], Yin, B.[Baoqun], Zhou, Z.[Zenan], Zhang, W.T.[Wen-Tao],
Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge,
CVPR25(24950-24959)
IEEE DOI 2508
Visualization, Accuracy, Large language models, Buildings, Faces BibRef

Qi, D.[Daiqing], Zhao, H.[Handong], Shi, J.[Jing], Jenni, S.[Simon], Fan, Y.F.[Yi-Fei], Dernoncourt, F.[Franck], Cohen, S.[Scott], Li, S.[Sheng],
The Photographer's Eye: Teaching Multimodal Large Language Models to See and Critique like Photographers,
CVPR25(24807-24816)
IEEE DOI 2508
Location awareness, Visualization, Image color analysis, Large language models, Education, Lighting, Benchmark testing, image quality assessment BibRef

Liu, S.[Shaoyu], Li, J.N.[Jia-Ning], Zhao, G.H.[Guang-Hui], Zhang, Y.J.[Yun-Jian], Meng, X.[Xin], Yu, F.R.[Fei Richard], Ji, X.Y.[Xiang-Yang], Li, M.[Ming],
EventGPT: Event Stream Understanding with Multimodal Large Language Models,
CVPR25(29139-29149)
IEEE DOI 2508
Bridges, Training, Adaptation models, Visualization, Large language models, Pipelines, Lighting, Optimization, Synthetic data BibRef

Zhao, S.Y.[Shi-Yu], Wang, Z.[Zhenting], Juefei-Xu, F.[Felix], Xia, X.[Xide], Liu, M.[Miao], Wang, X.F.[Xiao-Fang], Liang, M.[Mingfu], Zhang, N.[Ning], Metaxas, D.N.[Dimitris N.], Yu, L.C.[Li-Cheng],
Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction,
CVPR25(29869-29879)
IEEE DOI 2508
Image resolution, Large language models, Benchmark testing, Computational efficiency, Bayes methods, Feeds, Optimization, efficiency BibRef

Ye, X.[Xubing], Gan, Y.[Yukang], Huang, X.[Xiaoke], Ge, Y.X.[Yi-Xiao], Tang, Y.S.[Yan-Song],
VoCo-LLaMA: Towards Vision Compression with Large Language Models,
CVPR25(29836-29846)
IEEE DOI Code:
WWW Link. 2508
Training, Visualization, Image coding, Correlation, Large language models, Force, Computational efficiency, Tuning, multimodal learning BibRef

Yan, Z.[Ziang], Li, Z.L.[Zhi-Lin], He, Y.[Yinan], Wang, C.T.[Chen-Ting], Li, K.[Kunchang], Li, X.H.[Xin-Hao], Zeng, X.Y.[Xiang-Yu], Wang, Z.[Zilei], Wang, Y.[Yali], Qiao, Y.[Yu], Wang, L.M.[Li-Min], Wang, Y.[Yi],
Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment,
CVPR25(29880-29892)
IEEE DOI 2508
Training, Visualization, Large language models, Scalability, Contrastive learning, Multitasking, Data models, Optimization BibRef

Chen, C.[Cheng], Zhai, Y.P.[Yun-Peng], Zhao, Y.F.[Yi-Fan], Gao, J.Y.[Jin-Yang], Ding, B.L.[Bo-Lin], Li, J.[Jia],
Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning,
CVPR25(3826-3835)
IEEE DOI 2508
Visualization, Fuses, Large language models, Face recognition, Refining, Redundancy, Stochastic processes, Reinforcement learning, large vision-language model BibRef

Zhang, Y.T.[Yu-Ting], Lu, H.[Hao], Hu, Q.Y.[Qing-Yong], Wang, Y.[Yin], Yuan, K.[Kaishen], Liu, X.[Xin], Wu, K.[Kaishun],
Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model,
CVPR25(29237-29247)
IEEE DOI Code:
WWW Link. 2508
Training, Visualization, Analytical models, Large language models, Semantics, Refining, Cognition, Physiology, Optimization, Periodic structures BibRef

Hu, Y.[Yangliu], Song, Z.K.[Zi-Kai], Feng, N.[Na], Luo, Y.[Yawei], Yu, J.Q.[Jun-Qing], Chen, Y.P.P.[Yi-Ping Phoebe], Yang, W.[Wei],
SF2T: Self-supervised Fragment Finetuning of Video-LLMs for Fine-Grained Understanding,
CVPR25(29108-29117)
IEEE DOI 2508
Training, Visualization, Annotations, Large language models, Natural languages, Benchmark testing, Propulsion, Videos BibRef

Chen, J.[Joya], Zeng, Z.Y.[Zi-Yun], Lin, Y.Q.[Yi-Qi], Li, W.[Wei], Ma, Z.[Zejun], Shou, M.Z.[Mike Zheng],
Live: Learning Video LLM with Streaming Speech Transcription at Scale,
CVPR25(29083-29095)
IEEE DOI 2508
Training, Video on demand, Computational modeling, Training data, Benchmark testing, Real-time systems, Videos BibRef

Wang, Z.W.[Zi-Wei], Chen, W.Z.[Wei-Zhi], Yang, L.[Leyang], Zhou, S.[Sheng], Zhao, S.[Shengchu], Zhan, H.[Hanbei], Jin, J.C.[Jiong-Chao], Li, L.C.[Liang-Cheng], Shao, Z.[Zirui], Bu, J.J.[Jia-Jun],
MP-GUI: Modality Perception with MLLMs for GUI Understanding,
CVPR25(29711-29721)
IEEE DOI Code:
WWW Link. 2508
Training, Visualization, Semantics, Pipelines, Training data, Feature extraction, Spatial databases, Graphical user interfaces, Synthetic data BibRef

Vayani, A.[Ashmal], Dissanayake, D.[Dinura], Watawana, H.[Hasindri], Ahsan, N.[Noor], Sasikumar, N.[Nevasini], Thawakar, O.[Omkar], Ademtew, H.B.[Henok Biadglign], Hmaiti, Y.[Yahya], Kumar, A.[Amandeep], Kuckreja, K.[Kartik], Maslych, M.[Mykola], Ghallabi, W.A.[Wafa Al], Mihaylov, M.[Mihail], Qin, C.[Chao], Shaker, A.M.[Abdelrahman M], Zhang, M.[Mike], Ihsani, M.K.[Mahardika Krisna], Esplana, A.[Amiel], Gokani, M.[Monil], Mirkin, S.[Shachar], Singh, H.[Harsh], Srivastava, A.[Ashay], Hamerlik, E.[Endre], Izzati, F.A.[Fathinah Asma], Maani, F.A.[Fadillah Adamsyah], Cavada, S.[Sebastian], Chim, J.[Jenny], Gupta, R.[Rohit], Manjunath, S.[Sanjay], Zhumakhanova, K.[Kamila], Rabevohitra, F.H.[Feno Heriniaina], Amirudin, A.[Azril], Ridzuan, M.[Muhammad], Kareem, D.[Daniya], More, K.[Ketan], Li, K.[Kunyang], Shakya, P.[Pramesh], Saad, M.[Muhammad], Ghasemaghaei, A.[Amirpouya], Djanibekov, A.[Amirbek], Azizov, D.[Dilshod], Jankovic, B.[Branislava], Bhatia, N.[Naman], Cabrera, A.[Alvaro], Obando-Ceron, J.[Johan], Otieno, O.[Olympiah], Farestam, F.[Fabian], Rabbani, M.[Muztoba], Baliah, S.[Sanoojan], Sanjeev, S.[Santosh], Shtanchaev, A.[Abduragim], Fatima, M.[Maheen], Nguyen, T.[Thao], Kareem, A.[Amrin], Aremu, T.[Toluwani], Xavier, N.[Nathan], Bhatkal, A.[Amit], Toyin, H.[Hawau], Chadha, A.[Aman], Cholakkal, H.[Hisham], Anwer, R.M.[Rao Muhammad], Felsberg, M.[Michael], Laaksonen, J.[Jorma], Solorio, T.[Thamar], Choudhury, M.[Monojit], Laptev, I.[Ivan], Shah, M.[Mubarak], Khan, S.[Salman], Khan, F.S.[Fahad Shahbaz],
All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages,
CVPR25(19565-19575)
IEEE DOI Code:
WWW Link. 2508
Visualization, Sensitivity, Benchmark testing, Germanium, Distance measurement, Cognition, Multilingual, multilingual multimodal benchmark BibRef

Cao, A.[Anjia], Wei, X.[Xing], Ma, Z.H.[Zhi-Heng],
FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training,
CVPR25(4080-4090)
IEEE DOI Code:
WWW Link. 2508
Large language models, Semantics, Fires, Text to image, Data augmentation, Multilingual, Faces BibRef

Bi, J.[Jing], Guo, J.J.[Jun-Jia], Tang, Y.L.[Yun-Long], Wen, L.G.B.[Liang-Gong Bruce], Liu, Z.[Zhang], Wang, B.J.[Bing-Jie], Xu, C.L.[Chen-Liang],
Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach,
CVPR25(4135-4144)
IEEE DOI 2508
Visualization, Adaptation models, Systematics, Correlation, Large language models, Linguistics, Data models, Visual perception, llm BibRef

Li, S.[Shiyao], Hu, Y.C.[Ying-Chun], Ning, X.F.[Xue-Fei], Liu, X.H.[Xi-Hui], Hong, K.[Ke], Jia, X.T.[Xiao-Tao], Li, X.[Xiuhong], Yan, Y.Q.[Ya-Qi], Ran, P.[Pei], Dai, G.H.[Guo-Hao], Yan, S.[Shengen], Yang, H.Z.[Hua-Zhong], Wang, Y.[Yu],
MBQ: Modality-Balanced Quantization for Large Vision-Language Models,
CVPR25(4167-4177)
IEEE DOI Code:
WWW Link. 2508
Quantization (signal), Sensitivity, Accuracy, Fuses, Large language models, Graphics processing units, Calibration, Kernel BibRef

Lin, J.[Junyan], Chen, H.R.[Hao-Ran], Fan, Y.[Yue], Fan, Y.Q.[Ying-Qi], Jin, X.[Xin], Su, H.[Hui], Fu, J.[Jinlan], Shen, X.Y.[Xiao-Yu],
Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices,
CVPR25(4156-4166)
IEEE DOI Code:
WWW Link. 2508
Training, Degradation, Visualization, Large language models, Optical character recognition, Focusing, Nonhomogeneous media, multi-layer visual feature BibRef

Zhao, Q.Q.[Qing-Qing], Lu, Y.[Yao], Kim, M.J.[Moo Jin], Fu, Z.[Zipeng], Zhang, Z.Y.[Zhuo-Yang], Wu, Y.[Yecheng], Li, Z.[Zhaoshuo], Ma, Q.L.[Qian-Li], Han, S.[Song], Finn, C.[Chelsea], Handa, A.[Ankur], Lin, T.Y.[Tsung-Yi], Wetzstein, G.[Gordon], Liu, M.Y.[Ming-Yu], Xiang, D.L.[Dong-Lai],
CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models,
CVPR25(1702-1713)
IEEE DOI Code:
WWW Link. 2508
Visualization, Computational modeling, Predictive models, Benchmark testing, Robot sensing systems, Cognition, Planning, multimodal large language models BibRef

Liu, Z.[Zhuoming], Li, Y.Q.[Yi-Quan], Nguyen, K.D.[Khoi Duc], Zhong, Y.[Yiwu], Li, Y.[Yin],
PAVE: Patching and Adapting Video Large Language Models,
CVPR25(3306-3317)
IEEE DOI Code:
WWW Link. 2508
Adaptation models, Solid modeling, Large language models, Computational modeling, Cognition, multi-modality BibRef

Lu, X.D.[Xu-Dong], Chen, Y.H.[Ying-Hao], Chen, C.[Cheng], Tan, H.[Hui], Chen, B.[Boheng], Xie, Y.[Yina], Hu, R.[Rui], Tan, G.X.[Guan-Xin], Wu, R.S.[Ren-Shou], Hu, Y.[Yan], Zeng, Y.[Yi], Wu, L.[Lei], Bian, L.Y.[Liu-Yang], Wang, Z.X.[Zhao-Xiong], Liu, L.[Long], Yang, Y.Z.[Yan-Zhou], Xiao, H.[Han], Zhou, A.[Aojun], Wen, Y.F.[Ya-Fei], Chen, X.X.[Xiao-Xin], Ren, S.[Shuai], Li, H.S.[Hong-Sheng],
BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices,
CVPR25(4145-4155)
IEEE DOI 2508
Performance evaluation, Quantization (signal), Large language models, Computational modeling, Mobile handsets, model deployment BibRef

Malakouti, S.[Sina], Aghazadeh, A.[Aysan], Khandelwal, A.[Ashmit], Kovashka, A.[Adriana],
Benchmarking VLMs' Reasoning About Persuasive Atypical Images,
WACV25(4788-4798)
IEEE DOI 2505
Visualization, Codes, Large language models, Focusing, Media, Benchmark testing, Cognition, Data mining, Object recognition BibRef

Lee, H.[Hankyeol], Seo, G.[Gawon], Choi, W.[Wonseok], Jung, G.[Geunyoung], Song, K.[Kyungwoo], Jung, J.Y.[Ji-Young],
Enhancing Visual Classification Using Comparative Descriptors,
WACV25(5274-5283)
IEEE DOI Code:
WWW Link. 2505
Measurement, Visualization, Accuracy, Filtering, Computational modeling, Large language models, Semantics, Image classification BibRef

Ee, Y.K.[Yeo Keat], Zhang, H.[Hao], Matyasko, A.[Alexander], Fernando, B.[Basura],
Deduce and Select Evidences with Language Models for Training-Free Video Goal Inference,
WACV25(5937-5947)
IEEE DOI 2505
Visualization, Accuracy, Filtering, Large language models, Computational modeling, Robustness, Cognition, training-free BibRef

Fu, R.[Rao], Liu, J.Y.[Jing-Yu], Chen, X.[Xilun], Nie, Y.X.[Yi-Xin], Xiong, W.H.[Wen-Han],
Scene-LLM: Extending Language Model for 3D Visual Reasoning,
WACV25(2195-2206)
IEEE DOI 2505
Location awareness, Solid modeling, Visualization, Large language models, Cognition, 3d understanding BibRef

Awais, M.[Muhammad], Alharthi, A.H.S.A.[Ali Husain Salem Abdulla], Kumar, A.[Amandeep], Cholakkal, H.[Hisham], Anwer, R.M.[Rao Muhammad],
AgroGPT: Efficient Agricultural Vision-Language Model with Expert Tuning,
WACV25(5687-5696)
IEEE DOI Code:
WWW Link. 2505
Codes, Computational modeling, Large language models, Pipelines, Oral communication, Agriculture, Data models, Tuning BibRef

Chen, S.[Shuo], Han, Z.[Zhen], He, B.[Bailan], Liu, J.Z.[Jian-Zhe], Buckley, M.[Mark], Qin, Y.[Yao], Torr, P.[Philip], Tresp, V.[Volker], Gu, J.D.[Jin-Dong],
Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning?,
WACV25(6000-6010)
IEEE DOI 2505
Visualization, Large language models, Computational modeling, multimodal large language models, in-context learning BibRef

Kruzhkov, E.[Evgenii], Behnke, S.[Sven],
LiLMaps: Learnable Implicit Language Maps,
WACV25(7711-7720)
IEEE DOI 2505
Visualization, Large language models, Human-robot interaction, Object detection, Solids, Market research, Decoding, Optimization, incremental implicit mapping BibRef

Singh, C.K.[Chandan Kumar], Kumar, D.[Devesh], Sanap, V.[Vipul], Sinha, R.[Rajesh],
LLM-RSPF: Large Language Model-Based Robotic System Planning Framework for Domain Specific Use-cases,
WACV25(7277-7286)
IEEE DOI 2505
Solid modeling, Accuracy, Systematics, Service robots, Ontologies, Throughput, Robustness, Planning, Robots, coht, task planning BibRef

Wang, C.Y.[Chen-Yu], Luo, W.X.[Wei-Xin], Dong, S.[Sixun], Xuan, X.H.[Xiao-Hua], Li, Z.X.[Zheng-Xin], Ma, L.[Lin], Gao, S.H.[Sheng-Hua],
MLLM-Tool: A Multimodal Large Language Model for Tool Agent Learning,
WACV25(6678-6687)
IEEE DOI 2505
Codes, Large language models, Natural languages, Oral communication, Benchmark testing, Encoding BibRef

Sun, L.[Li], Ahuja, C.[Chaitanya], Chen, P.[Peng], D'Zmura, M.[Matt], Batmanghelich, K.[Kayhan], Bontrager, P.[Philip],
Multi-Modal Large Language Models are Effective Vision Learners,
WACV25(8617-8626)
IEEE DOI 2505
Representation learning, Resistance, Visualization, Large language models, Feature extraction, Robustness, Data models, multi-modal BibRef

Tateno, M.[Masatoshi], Yagi, T.[Takuma], Furuta, R.[Ryosuke], Sato, Y.[Yoichi],
Learning Multiple Object States from Actions via Large Language Models,
WACV25(9555-9565)
IEEE DOI 2505
Analytical models, Accuracy, Annotations, Computational modeling, Large language models, Catalysts, Multi label classification BibRef

Bahadir, C.D.[Cagla Deniz], Akar, G.B.[Gozde B.], Sabuncu, M.R.[Mert R.],
LLM-Generated Rewrite and Context Modulation for Enhanced Vision Language Models in Digital Pathology,
WACV25(327-336)
IEEE DOI 2505
Training, Pathology, Sensitivity, Computational modeling, Modulation, Text to image, Standards, Context modeling, Biomedical imaging, large language models BibRef

Chu, X.X.[Xiang-Xiang], Su, J.L.[Jian-Lin], Zhang, B.[Bo], Shen, C.H.[Chun-Hua],
VisionlLaMA: A Unified LLaMA Backbone for Vision Tasks,
ECCV24(LXVI: 1-18).
Springer DOI 2412
Code:
WWW Link. BibRef

Long, F.C.[Fu-Chen], Qiu, Z.F.[Zhao-Fan], Yao, T.[Ting], Mei, T.[Tao],
VideoStudio: Generating Consistent-content and Multi-scene Videos,
ECCV24(LX: 468-485).
Springer DOI 2412
Code:
WWW Link. BibRef

Liu, S.L.[Shi-Long], Cheng, H.[Hao], Liu, H.T.[Hao-Tian], Zhang, H.[Hao], Li, F.[Feng], Ren, T.[Tianhe], Zou, X.[Xueyan], Yang, J.W.[Jian-Wei], Su, H.[Hang], Zhu, J.[Jun], Zhang, L.[Lei], Gao, J.F.[Jian-Feng], Li, C.Y.[Chun-Yuan],
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents,
ECCV24(XLVII: 126-142).
Springer DOI 2412
BibRef

Kong, X.H.[Xiang-Hao], Chen, J.[Jinyu], Wang, W.G.[Wen-Guan], Su, H.[Hang], Hu, X.L.[Xiao-Lin], Yang, Y.[Yi], Liu, S.[Si],
Controllable Navigation Instruction Generation with Chain of Thought Prompting,
ECCV24(XXIX: 37-54).
Springer DOI 2412
Instruction generation. BibRef

Zhu, W.Y.C.[William Yi-Cheng], Ye, K.[Keren], Ke, J.J.[Jun-Jie], Yu, J.H.[Jia-Hui], Guibas, L.J.[Leonidas J.], Milanfar, P.[Peyman], Yang, F.[Feng],
ARTVLM: Attribute Recognition Through Vision-based Prefix Language Modeling,
ECCV24(XXVII: 127-145).
Springer DOI 2412
Code:
WWW Link. BibRef

Kim, D.[Donggyun], Cho, S.[Seongwoong], Kim, S.[Semin], Luo, C.[Chong], Hong, S.[Seunghoon],
Chameleon: A Data-efficient Generalist for Dense Visual Prediction in the Wild,
ECCV24(XXIII: 422-441).
Springer DOI 2412
Code:
WWW Link. BibRef

Ke, F.[Fucai], Cai, Z.X.[Zhi-Xi], Jahangard, S.[Simindokht], Wang, W.Q.[Wei-Qing], Haghighi, P.D.[Pari Delir], Rezatofighi, H.[Hamid],
Hydra: A Hyper Agent for Dynamic Compositional Visual Reasoning,
ECCV24(XX: 132-149).
Springer DOI 2412
BibRef

Bao, X.Y.[Xiao-Yi], Sun, S.Y.[Si-Yang], Ma, S.L.[Shuai-Lei], Zheng, K.C.[Ke-Cheng], Guo, Y.X.[Yu-Xin], Zhao, G.S.[Guo-Sheng], Zheng, Y.[Yun], Wang, X.G.[Xin-Gang],
Cores: Orchestrating the Dance of Reasoning and Segmentation,
ECCV24(XVIII: 187-204).
Springer DOI 2412
BibRef

Liu, Z.[Zuyan], Liu, B.[Benlin], Wang, J.H.[Jia-Hui], Dong, Y.H.[Yu-Hao], Chen, G.Y.[Guang-Yi], Rao, Y.M.[Yong-Ming], Krishna, R.[Ranjay], Lu, J.W.[Ji-Wen],
Efficient Inference of Vision Instruction-following Models with Elastic Cache,
ECCV24(XVII: 54-69).
Springer DOI 2412
Code:
WWW Link. BibRef

Alaluf, Y.[Yuval], Richardson, E.[Elad], Tulyakov, S.[Sergey], Aberman, K.[Kfir], Cohen-Or, D.[Daniel],
MYVLM: Personalizing VLMS for User-specific Queries,
ECCV24(XIII: 73-91).
Springer DOI 2412
BibRef

Cai, R.[Rizhao], Song, Z.[Zirui], Guan, D.[Dayan], Chen, Z.H.[Zhen-Hao], Li, Y.H.[Yao-Hang], Luo, X.[Xing], Yi, C.Y.[Chen-Yu], Kot, A.C.[Alex C.],
BenchLMM: Benchmarking Cross-Style Visual Capability of Large Multimodal Models,
ECCV24(L: 340-358).
Springer DOI 2412
BibRef

Ma, Z.X.[Zi-Xian], Huang, W.[Weikai], Zhang, J.[Jieyu], Gupta, T.[Tanmay], Krishna, R.[Ranjay],
m&m's: A Benchmark to Evaluate Tool-use for multi-step multi-modal Tasks,
ECCV24(X: 18-34).
Springer DOI 2412

WWW Link. and
WWW Link. BibRef

Miao, Y.[Yang], Engelmann, F.[Francis], Vysotska, O.[Olga], Zhao, Z.H.[Zhong-Han], Chai, W.H.[Wen-Hao], Wang, X.[Xuan], Li, B.[Boyi], Hao, S.Y.[Sheng-Yu], Cao, S.D.[Shi-Dong], Ye, T.[Tian], Wang, G.A.[Gao-Ang],
See and Think: Embodied Agent in Virtual Environment,
ECCV24(VIII: 187-204).
Springer DOI 2412
BibRef

Liu, Y.[Yuan], Duan, H.D.[Hao-Dong], Zhang, Y.H.[Yuan-Han], Li, B.[Bo], Zhang, S.Y.[Song-Yang], Zhao, W.[Wangbo], Yuan, Y.[Yike], Wang, J.Q.[Jia-Qi], He, C.H.[Cong-Hui], Liu, Z.W.[Zi-Wei], Chen, K.[Kai], Lin, D.[Dahua],
MMBENCH: Is Your Multi-Modal Model an All-Around Player?,
ECCV24(VI: 216-233).
Springer DOI 2412
BibRef

Liu, Y.[Yang], Ding, P.X.[Peng-Xiang], Huang, S.[Siteng], Zhang, M.[Min], Zhao, H.[Han], Wang, D.L.[Dong-Lin],
PITE: Pixel-Temporal Alignment for Large Video-Language Model,
ECCV24(V: 160-176).
Springer DOI 2412
BibRef

Panagopoulou, A.[Artemis], Xue, L.[Le], Yu, N.[Ning], Li, J.[Junnan], Li, D.X.[Dong-Xu], Joty, S.[Shafiq], Xu, R.[Ran], Savarese, S.[Silvio], Xiong, C.M.[Cai-Ming], Niebles, J.C.[Juan Carlos],
X-instructblip: A Framework for Aligning Image, 3d, Audio, Video to LLMs and its Emergent Cross-modal Reasoning,
ECCV24(XLV: 177-197).
Springer DOI 2412
BibRef

Mirza, M.J.[M. Jehanzeb], Karlinsky, L.[Leonid], Lin, W.[Wei], Doveh, S.[Sivan], Micorek, J.[Jakub], Kozinski, M.[Mateusz], Kuehne, H.[Hilde], Possegger, H.[Horst],
Meta-prompting for Automating Zero-shot Visual Recognition with LLMs,
ECCV24(II: 370-387).
Springer DOI 2412
BibRef

Yu, E.[En], Zhao, L.[Liang], Wei, Y.[Yana], Yang, J.R.[Jin-Rong], Wu, D.M.[Dong-Ming], Kong, L.Y.[Ling-Yu], Wang, T.[Tiancai], Ge, Z.[Zheng], Zhang, X.Y.[Xiang-Yu], Tao, W.B.[Wen-Bing],
Merlin: Empowering Multimodal LLMs with Foresight Minds,
ECCV24(IV: 425-443).
Springer DOI 2412
BibRef

Liu, Z.Y.[Zhao-Yang], Lai, Z.Q.[Ze-Qiang], Gao, Z.W.[Zhang-Wei], Cui, E.[Erfei], Li, Z.H.[Zi-Heng], Zhu, X.Z.[Xi-Zhou], Lu, L.W.[Le-Wei], Chen, Q.F.[Qi-Feng], Qiao, Y.[Yu], Dai, J.F.[Ji-Feng], Wang, W.H.[Wen-Hai],
ControlLLM: Augment Language Models with Tools by Searching on Graphs,
ECCV24(XII: 89-105).
Springer DOI 2412
BibRef

Yao, Y.[Yi], Hsu, C.F.[Chan-Feng], Lin, J.H.[Jhe-Hao], Xie, H.X.[Hong-Xia], Lin, T.[Terence], Huang, Y.N.[Yi-Ning], Shuai, H.H.[Hong-Han], Cheng, W.H.[Wen-Huang],
The Fabrication of Reality and Fantasy: Scene Generation with LLM-assisted Prompt Interpretation,
ECCV24(XXII: 422-438).
Springer DOI 2412
BibRef

Wu, Y.X.[Yi-Xuan], Wang, Y.Z.[Yi-Zhou], Tang, S.X.[Shi-Xiang], Wu, W.H.[Wen-Hao], He, T.[Tong], Ouyang, W.L.[Wan-Li], Torr, P.H.S.[Philip H.S.], Wu, J.[Jian],
Dettoolchain: A New Prompting Paradigm to Unleash Detection Ability of MLLM,
ECCV24(XXXII: 164-182).
Springer DOI 2412
BibRef

Song, K.[Kunpeng], Zhu, Y.Z.[Yi-Zhe], Liu, B.C.[Bing-Chen], Yan, Q.[Qing], Elgammal, A.[Ahmed], Yang, X.[Xiao],
MOMA: Multimodal LLM Adapter for Fast Personalized Image Generation,
ECCV24(XL: 117-132).
Springer DOI 2412
BibRef

Wang, H.[Han], Ye, Y.J.[Yong-Jie], Wang, Y.J.[Yan-Jie], Nie, Y.X.[Yu-Xiang], Huang, C.[Can],
Elysium: Exploring Object-level Perception in Videos via MLLM,
ECCV24(XXII: 166-185).
Springer DOI 2412
BibRef

Gou, Y.H.[Yun-Hao], Chen, K.[Kai], Liu, Z.[Zhili], Hong, L.Q.[Lan-Qing], Xu, H.[Hang], Li, Z.G.[Zhen-Guo], Yeung, D.Y.[Dit-Yan], Kwok, J.T.[James T.], Zhang, Y.[Yu],
Eyes Closed, Safety on: Protecting Multimodal LLMs via Image-to-text Transformation,
ECCV24(XVII: 388-404).
Springer DOI 2412
BibRef

Guo, Z.H.[Zong-Hao], Xu, R.[Ruyi], Yao, Y.[Yuan], Cui, J.[Junbo], Ni, Z.[Zanlin], Ge, C.J.[Chun-Jiang], Chua, T.S.[Tat-Seng], Liu, Z.Y.[Zhi-Yuan], Huang, G.[Gao],
LLAVA-UHD: An LMM Perceiving Any Aspect Ratio and High-resolution Images,
ECCV24(LXXXIII: 390-406).
Springer DOI 2412
BibRef

Wang, D.S.[Dong-Sheng], Cui, J.[Jiequan], Li, M.[Miaoge], Lin, W.[Wang], Chen, B.[Bo], Zhang, H.W.[Han-Wang],
Instruction Tuning-free Visual Token Complement for Multimodal LLMs,
ECCV24(LXXXI: 446-462).
Springer DOI 2412
BibRef

McKinzie, B.[Brandon], Gan, Z.[Zhe], Fauconnier, J.P.[Jean-Philippe], Dodge, S.[Sam], Zhang, B.[Bowen], Dufter, P.[Philipp], Shah, D.[Dhruti], Du, X.Z.[Xian-Zhi], Peng, F.[Futang], Belyi, A.[Anton], Zhang, H.T.[Hao-Tian], Singh, K.[Karanjeet], Kang, D.[Doug], Hè, H.Y.[Hong-Yu], Schwarzer, M.[Max], Gunter, T.[Tom], Kong, X.[Xiang], Zhang, A.[Aonan], Wang, J.Y.[Jian-Yu], Wang, C.[Chong], Du, N.[Nan], Lei, T.[Tao], Wiseman, S.[Sam], Lee, M.[Mark], Wang, Z.[Zirui], Pang, R.[Ruoming], Grasch, P.[Peter], Toshev, A.[Alexander], Yang, Y.F.[Yin-Fei],
MM1: Methods, Analysis and Insights from Multimodal LLM Pre-training,
ECCV24(XXIX: 304-323).
Springer DOI 2412
BibRef

Zhou, G.Z.[Geng-Ze], Hong, Y.C.[Yi-Cong], Wang, Z.[Zun], Wang, X.E.[Xin Eric], Wu, Q.[Qi],
NAVGPT-2: Unleashing Navigational Reasoning Capability for Large Vision-language Models,
ECCV24(VII: 260-278).
Springer DOI 2412
BibRef

Wei, H.R.[Hao-Ran], Kong, L.Y.[Ling-Yu], Chen, J.Y.[Jin-Yue], Zhao, L.[Liang], Ge, Z.[Zheng], Wei, J.R.Y.H.R.[Jin-Rong Yang Hao-Ran], Wang, T.[Tiancai], Ge, Z.[Zheng], Zhang, X.Y.[Xiang-Yu], Tao, W.B.[Wen-Bing],
Vary: Scaling up the Vision Vocabulary for Large Vision-language Model,
ECCV24(IV: 408-424).
Springer DOI 2412
BibRef

Wang, Y.[Yu], Liu, X.G.[Xiao-Geng], Li, Y.[Yu], Chen, M.[Muhao], Xiao, C.W.[Chao-Wei],
Adashield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting,
ECCV24(XX: 77-94).
Springer DOI 2412
BibRef

He, S.T.[Shu-Ting], Ding, H.H.[Heng-Hui], Jiang, X.D.[Xu-Dong], Wen, B.[Bihan],
Segpoint: Segment Any Point Cloud via Large Language Model,
ECCV24(XXII: 349-367).
Springer DOI 2412
BibRef

Zhao, H.H.[Henry Hengyuan], Zhou, P.[Pan], Shou, M.Z.[Mike Zheng],
Genixer: Empowering Multimodal Large Language Model as a Powerful Data Generator,
ECCV24(XXIII: 129-147).
Springer DOI 2412
BibRef

Fu, X.Y.[Xing-Yu], Hu, Y.S.[Yu-Shi], Li, B.Z.[Bang-Zheng], Feng, Y.[Yu], Wang, H.Y.[Hao-Yu], Lin, X.D.[Xu-Dong], Roth, D.[Dan], Smith, N.A.[Noah A.], Ma, W.C.[Wei-Chiu], Krishna, R.[Ranjay],
Blink: Multimodal Large Language Models Can See but Not Perceive,
ECCV24(XXIII: 148-166).
Springer DOI 2412
BibRef

Zhang, Z.K.[Zhi-Kai], Li, Y.T.[Yi-Tang], Huang, H.F.[Hao-Feng], Lin, M.X.[Ming-Xian], Yi, L.[Li],
Freemotion: Mocap-free Human Motion Synthesis with Multimodal Large Language Models,
ECCV24(XXIII: 403-421).
Springer DOI 2412
BibRef

Murugesan, B.[Balamurali], Silva-Rodríguez, J.[Julio], Ben Ayed, I.[Ismail], Dolz, J.[Jose],
Robust Calibration of Large Vision-language Adapters,
ECCV24(XXIV: 147-165).
Springer DOI 2412
BibRef

Xu, R.[Runsen], Wang, X.L.[Xiao-Long], Wang, T.[Tai], Chen, Y.L.[Yi-Lun], Pang, J.M.[Jiang-Miao], Lin, D.[Dahua],
Pointllm: Empowering Large Language Models to Understand Point Clouds,
ECCV24(XXV: 131-147).
Springer DOI 2412
BibRef

Cai, K.W.[Kai-Wen], Duan, Z.K.[Zhe-Kai], Liu, G.[Gaowen], Fleming, C.[Charles], Lu, C.X.X.[Chris Xiao-Xuan],
Self-adapting Large Visual-language Models to Edge Devices Across Visual Modalities,
ECCV24(XXVIII: 301-318).
Springer DOI 2412
BibRef

Yu, R.[Runpeng], Yu, W.H.[Wei-Hao], Wang, X.C.[Xin-Chao],
Attention Prompting on Image for Large Vision-language Models,
ECCV24(XXX: 251-268).
Springer DOI 2412
BibRef

Luo, Y.L.[Yu-Lin], An, R.[Ruichuan], Zou, B.[Bocheng], Tang, Y.M.[Yi-Ming], Liu, J.M.[Jia-Ming], Zhang, S.H.[Shang-Hang],
Llm as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model,
ECCV24(XXXIII: 235-252).
Springer DOI 2412
BibRef

Pi, R.J.[Ren-Jie], Han, T.Y.[Tian-Yang], Xiong, W.[Wei], Zhang, J.P.[Ji-Peng], Liu, R.T.[Run-Tao], Pan, R.[Rui], Zhang, T.[Tong],
Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization,
ECCV24(XXXIII: 382-398).
Springer DOI 2412
BibRef

Huang, Z.J.[Zhi-Jian], Tang, T.[Tao], Chen, S.X.[Shao-Xiang], Lin, S.[Sihao], Jie, Z.Q.[Ze-Qun], Ma, L.[Lin], Wang, G.[Guangrun], Liang, X.D.[Xiao-Dan],
Making Large Language Models Better Planners with Reasoning-decision Alignment,
ECCV24(XXXVI: 73-90).
Springer DOI 2412
BibRef

Xia, B.[Bin], Wang, S.Y.[Shi-Yin], Tao, Y.[Yingfan], Wang, Y.T.[Yi-Tong], Jia, J.Y.[Jia-Ya],
Llmga: Multimodal Large Language Model Based Generation Assistant,
ECCV24(XXXVIII: 389-406).
Springer DOI 2412
BibRef

Zhan, Y.F.[Yu-Fei], Zhu, Y.[Yousong], Chen, Z.Y.[Zhi-Yang], Yang, F.[Fan], Tang, M.[Ming], Wang, J.Q.[Jin-Qiao],
Griffon: Spelling Out All Object Locations at Any Granularity with Large Language Models,
ECCV24(XLII: 405-422).
Springer DOI 2412
BibRef

Li, Y.W.[Yan-Wei], Wang, C.Y.[Cheng-Yao], Jia, J.Y.[Jia-Ya],
Llama-vid: An Image is Worth 2 Tokens in Large Language Models,
ECCV24(XLVI: 323-340).
Springer DOI 2412
BibRef

Ju, C.[Chen], Wang, H.[Haicheng], Cheng, H.Z.[Hao-Zhe], Chen, X.[Xu], Zhai, Z.H.[Zhong-Hua], Huang, W.L.[Wei-Lin], Lan, J.S.[Jin-Song], Xiao, S.[Shuai], Zheng, B.[Bo],
Turbo: Informativity-driven Acceleration Plug-in for Vision-language Large Models,
ECCV24(XLVI: 436-455).
Springer DOI 2412
BibRef

Zhao, Q.[Qinyu], Xu, M.[Ming], Gupta, K.[Kartik], Asthana, A.[Akshay], Zheng, L.[Liang], Gould, S.[Stephen],
The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-language Models?,
ECCV24(XLVIII: 127-142).
Springer DOI 2412
BibRef

Lee, B.K.[Byung-Kwan], Park, B.[Beomchan], Kim, C.W.[Chae Won], Ro, Y.M.[Yong Man],
Moai: Mixture of All Intelligence for Large Language and Vision Models,
ECCV24(XLIX: 273-302).
Springer DOI 2412
BibRef

Liu, R.[Ruyang], Li, C.[Chen], Tang, H.R.[Hao-Ran], Ge, Y.X.[Yi-Xiao], Shan, Y.[Ying], Li, G.[Ge],
ST-LLM: Large Language Models Are Effective Temporal Learners,
ECCV24(LVII: 1-18).
Springer DOI 2412
BibRef

Cheng, H.[Hao], Xiao, E.[Erjia], Gu, J.D.[Jin-Dong], Yang, L.[Le], Duan, J.[Jinhao], Zhang, J.[Jize], Cao, J.H.[Jia-Hang], Xu, K.D.[Kai-Di], Xu, R.[Renjing],
Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-language Models,
ECCV24(LIX: 179-196).
Springer DOI 2412
BibRef

Lin, Z.[Ziyi], Liu, D.Y.[Dong-Yang], Zhang, R.R.[Ren-Rui], Gao, P.[Peng], Qiu, L.T.[Long-Tian], Xiao, H.[Han], Qiu, H.[Han], Shao, W.Q.[Wen-Qi], Chen, K.Q.[Ke-Qin], Han, J.M.[Jia-Ming], Huang, S.Y.[Si-Yuan], Zhang, Y.[Yichi], He, X.M.[Xu-Ming], Qiao, Y.[Yu], Li, H.S.[Hong-Sheng],
Sphinx: A Mixer of Weights, Visual Embeddings and Image Scales for Multi-modal Large Language Models,
ECCV24(LXII: 36-55).
Springer DOI 2412
BibRef

Chiquier, M.[Mia], Mall, U.[Utkarsh], Vondrick, C.[Carl],
Evolving Interpretable Visual Classifiers with Large Language Models,
ECCV24(LXIV: 183-201).
Springer DOI 2412
BibRef

Wu, T.[Tianhe], Ma, K.[Kede], Liang, J.[Jie], Yang, Y.[Yujiu], Zhang, L.[Lei],
A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment,
ECCV24(LXXIV: 143-160).
Springer DOI 2412
BibRef

Chen, L.[Liang], Zhao, H.Z.[Hao-Zhe], Liu, T.Y.[Tian-Yu], Bai, S.[Shuai], Lin, J.Y.[Jun-Yang], Zhou, C.[Chang], Chang, B.[Baobao],
An Image is Worth 1/2 Tokens After Layer 2: Plug-and-play Inference Acceleration for Large Vision-language Models,
ECCV24(LXXXI: 19-35).
Springer DOI 2412
BibRef

Xu, J.[Jiacong], Lo, S.Y.[Shao-Yuan], Safaei, B.[Bardia], Patel, V.M.[Vishal M.], Dwivedi, I.[Isht],
Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models,
CVPR25(20370-20382)
IEEE DOI Code:
WWW Link. 2508
Visualization, Large language models, Benchmark testing, Inspection, Cognition, Anomaly detection, Tuning, Biomedical imaging, multimodal large language model BibRef

Yang, Y.C.[Yu-Chen], Lee, K.[Kwonjoon], Dariush, B.[Behzad], Cao, Y.[Yinzhi], Lo, S.Y.[Shao-Yuan],
Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models,
ECCV24(LXXXI: 304-322).
Springer DOI 2412
BibRef

Chen, Y.C.[Yi-Chia], Li, W.H.[Wei-Hua], Sun, C.[Cheng], Wang, Y.C.A.F.[Yu-Chi-Ang Frank], Chen, C.S.[Chu-Song],
Sam4mllm: Enhance Multi-modal Large Language Model for Referring Expression Segmentation,
ECCV24(LXXXI: 323-340).
Springer DOI 2412
BibRef

Zheng, S.[Sipeng], Zhou, B.[Bohan], Feng, Y.C.[Yi-Cheng], Wang, Y.[Ye], Lu, Z.Q.[Zong-Qing],
Unicode: Learning a Unified Codebook for Multimodal Large Language Models,
ECCV24(VIII: 426-443).
Springer DOI 2412
BibRef

Shi, B.F.[Bai-Feng], Wu, Z.Y.[Zi-Yang], Mao, M.L.[Mao-Lin], Wang, X.[Xin], Darrell, T.J.[Trevor J.],
When Do We Not Need Larger Vision Models?,
ECCV24(VIII: 444-462).
Springer DOI 2412
BibRef

Yu, Q.H.[Qi-Hang], Shen, X.H.[Xiao-Hui], Chen, L.C.[Liang-Chieh],
Towards Open-ended Visual Recognition with Large Language Models,
ECCV24(XIV: 359-376).
Springer DOI 2412
BibRef

Yan, C.[Cilin], Wang, H.C.[Hao-Chen], Yan, S.L.[Shi-Lin], Jiang, X.L.[Xiao-Long], Hu, Y.[Yao], Kang, G.L.[Guo-Liang], Xie, W.[Weidi], Gavves, E.[Efstratios],
VISA: Reasoning Video Object Segmentation via Large Language Models,
ECCV24(XV: 98-115).
Springer DOI 2412
BibRef

Huang, K.[Kai], Zou, H.[Hao], Xi, Y.[Ye], Wang, B.C.[Bo-Chen], Xie, Z.[Zhen], Yu, L.[Liang],
IVTP: Instruction-guided Visual Token Pruning for Large Vision-language Models,
ECCV24(XVII: 214-230).
Springer DOI 2412
BibRef

Liu, H.T.[Hao-Tian], Li, C.Y.[Chun-Yuan], Li, Y.H.[Yu-Heng], Lee, Y.J.[Yong Jae],
Improved Baselines with Visual Instruction Tuning,
CVPR24(26286-26296)
IEEE DOI 2410
Training, Connectors, Visualization, Systematics, Codes, Computational modeling BibRef

Ren, Z.W.[Zhong-Wei], Huang, Z.C.[Zhi-Cheng], Wei, Y.C.[Yun-Chao], Zhao, Y.[Yao], Fu, D.M.[Dong-Mei], Feng, J.S.[Jia-Shi], Jin, X.J.[Xiao-Jie],
PixelLM: Pixel Reasoning with Large Multimodal Model,
CVPR24(26364-26373)
IEEE DOI 2410
Bridges, Image segmentation, Codes, Benchmark testing, Cognition, Decoding BibRef

Schiappa, M.[Madeline], Abdullah, R.[Raiyaan], Azad, S.[Shehreen], Claypoole, J.[Jared], Cogswell, M.[Michael], Divakaran, A.[Ajay], Rawat, Y.[Yogesh],
Probing Conceptual Understanding of Large Visual-Language Models,
WhatNext24(1797-1807)
IEEE DOI Code:
WWW Link. 2410
Training, Visualization, Shape, Snow, Color, Benchmark testing, Transformers, Robustness, Conceptual understanding BibRef

Yue, T.T.[Tong-Tian], Cheng, J.[Jie], GUo, L.T.[Long-Teng], Dai, X.Y.[Xing-Yuan], Zhao, Z.[Zijia], He, X.J.[Xing-Jian], Xiong, G.[Gang], Lv, Y.S.[Yi-Sheng], Liu, J.[Jing],
SC- Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models,
CVPR24(13073-13083)
IEEE DOI Code:
WWW Link. 2410
Training, Codes, Computational modeling, Focusing, Benchmark testing BibRef

Wu, T.H.[Tsung-Han], Lian, L.[Long], Gonzalez, J.E.[Joseph E.], Li, B.[Boyi], Darrell, T.J.[Trevor J.],
Self-Correcting LLM-Controlled Diffusion Models,
CVPR24(6327-6336)
IEEE DOI Code:
WWW Link. 2410
Image synthesis, Pipelines, Text to image, Process control, Detectors, Superluminescent diodes, Diffusion models BibRef

Yue, X.[Xiang], Ni, Y.S.[Yuan-Sheng], Zheng, T.Y.[Tian-Yu], Zhang, K.[Kai], Liu, R.[Ruoqi], Zhang, G.[Ge], Stevens, S.[Samuel], Jiang, D.[Dongfu], Ren, W.M.[Wei-Ming], Sun, Y.X.[Yu-Xuan], Wei, C.[Cong], Yu, B.T.[Bo-Tao], Yuan, R.B.[Rui-Bin], Sun, R.L.[Ren-Liang], Yin, M.[Ming], Zheng, B.[Boyuan], Yang, Z.Z.[Zhen-Zhu], Liu, Y.[Yibo], Huang, W.H.[Wen-Hao], Sun, H.[Huan], Su, Y.[Yu], Chen, W.[Wenhu],
MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI,
CVPR24(9556-9567)
IEEE DOI 2410
Computational modeling, Artificial general intelligence, Social sciences, Manuals, Benchmark testing, Cognition, LLMs BibRef

Zheng, D.[Duo], Huang, S.[Shijia], Zhao, L.[Lin], Zhong, Y.[Yiwu], Wang, L.W.[Li-Wei],
Towards Learning a Generalist Model for Embodied Navigation,
CVPR24(13624-13634)
IEEE DOI Code:
WWW Link. 2410
Training, Adaptation models, Solid modeling, Navigation, Soft sensors, Computational modeling, Visual-Language Navigation, LLM BibRef

Singh, S.[Simranjit], Fore, M.[Michael], Stamoulis, D.[Dimitrios],
GeoLLM-Engine: A Realistic Environment for Building Geospatial Copilots,
EarthVision24(585-594)
IEEE DOI 2410
Earth, Geology, Natural languages, Benchmark testing, Parallel processing, Geospatial analysis, Satellite images, Benchmark BibRef

Zhang, Y.C.[Yue-Chen], Qian, S.J.[Sheng-Ju], Peng, B.[Bohao], Liu, S.[Shu], Jia, J.Y.[Jia-Ya],
Prompt Highlighter: Interactive Control for Multi-Modal LLMs,
CVPR24(13215-13224)
IEEE DOI 2410
Training, Semantics, Process control, Focusing, Reliability, Usability, VLM, LLM, Interactive Control, Image Caption, Training-Free BibRef

Wang, D.K.[Dong-Kai], Xuan, S.Y.[Shi-Yu], Zhang, S.L.[Shi-Liang],
LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model,
CVPR24(614-623)
IEEE DOI Code:
WWW Link. 2410
Location awareness, Training, Large language models, Pipelines, Training data, Cognition, Keypoint Localization, Large Language Model BibRef

Liu, H.C.[Han-Chao], Zhan, X.H.[Xiao-Hang], Huang, S.L.[Shao-Li], Mu, T.J.[Tai-Jiang], Shan, Y.[Ying],
Programmable Motion Generation for Open-Set Motion Control Tasks,
CVPR24(1399-1408)
IEEE DOI 2410
Motion planning, Large language models, Computational modeling, Semantics, Dynamics, Training data BibRef

Li, W.[Wanhua], Zhou, R.P.[Ren-Ping], Zhou, J.W.[Jia-Wei], Song, Y.W.[Ying-Wei], Herter, J.[Johannes], Qin, M.H.[Ming-Han], Huang, G.[Gao], Pfister, H.[Hanspeter],
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models,
CVPR25(22001-22011)
IEEE DOI 2508
Training, Deformable models, Visualization, Large language models, Semantics, Benchmark testing, Videos BibRef

Xia, Z.F.[Zhuo-Fan], Han, D.C.[Dong-Chen], Han, Y.Z.[Yi-Zeng], Pan, X.[Xuran], Song, S.[Shiji], Huang, G.[Gao],
GSVA: Generalized Segmentation via Multimodal Large Language Models,
CVPR24(3858-3869)
IEEE DOI Code:
WWW Link. 2410
Image segmentation, Visualization, Codes, Large language models, Benchmark testing BibRef

Zhao, L.[Lirui], Yang, Y.[Yue], Zhang, K.[Kaipeng], Shao, W.Q.[Wen-Qi], Zhang, Y.X.[Yu-Xin], Qiao, Y.[Yu], Luo, P.[Ping], Ji, R.R.[Rong-Rong],
DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model,
CVPR24(6390-6399)
IEEE DOI Code:
WWW Link. 2410
Training, Technological innovation, Accuracy, Codes, Large language models, Computational modeling, LLM Agent, LLM Tool Usage BibRef

Yao, J.[Junyi], Liu, Y.J.[Yi-Jiang], Dong, Z.[Zhen], Guo, M.F.[Ming-Fei], Hu, H.[Helan], Keutzer, K.[Kurt], Du, L.[Li], Zhou, D.[Daquan], Zhang, S.H.[Shang-Hang],
PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought,
CVPR24(7027-7037)
IEEE DOI 2410
Training, Adaptation models, Visualization, Computational modeling, Large language models, Semantics, Text to image BibRef

Cai, Z.P.[Zhi-Peng], Mueller, M.[Matthias], Birkl, R.[Reiner], Wofk, D.[Diana], Tseng, S.Y.[Shao-Yen], Cheng, J.[Junda], Stan, G.B.M.[Gabriela Ben-Melech], Lai, V.[Vasudev], Paulitsch, M.[Michael],
L-MAGIC: Language Model Assisted Generation of Images with Coherence,
CVPR24(7049-7058)
IEEE DOI Code:
WWW Link. 2410
Point cloud compression, Solid modeling, Layout, Superresolution, Estimation, Diffusion models, Image generation, large language models BibRef

Li, Y.[Yanyu], Liu, X.[Xian], Kag, A.[Anil], Hu, J.[Ju], Idelbayev, Y.[Yerlan], Sagar, D.[Dhritiman], Wang, Y.Z.[Yan-Zhi], Tulyakov, S.[Sergey], Ren, J.[Jian],
TextCraftor: Your Text Encoder can be Image Quality Controller,
CVPR24(7985-7995)
IEEE DOI 2410
Training, Measurement, Interpolation, Image synthesis, Large language models, Pipelines, Text to image, Stable Diffusion, Image and video synthesis and generation BibRef

Argaw, D.M.[Dawit Mureja], Yoon, S.H.[Seung-Hyun], Heilbron, F.C.[Fabian Caba], Deilamsalehy, H.[Hanieh], Bui, T.[Trung], Wang, Z.W.[Zhao-Wen], Dernoncourt, F.[Franck], Chung, J.S.[Joon Son],
Scaling Up Video Summarization Pretraining with Large Language Models,
CVPR24(8332-8341)
IEEE DOI 2410
Analytical models, Large language models, Computational modeling, Pipelines, Benchmark testing BibRef

Lai, X.[Xin], Tian, Z.[Zhuotao], Chen, Y.K.[Yu-Kang], Li, Y.W.[Yan-Wei], Yuan, Y.H.[Yu-Hui], Liu, S.[Shu], Jia, J.Y.[Jia-Ya],
LISA: Reasoning Segmentation via Large Language Model,
CVPR24(9579-9589)
IEEE DOI 2410
Image segmentation, Vocabulary, Visualization, Target recognition, Large language models, Benchmark testing BibRef

Shang, C.M.[Chen-Ming], Zhou, S.[Shiji], Zhang, H.Y.[Heng-Yuan], Ni, X.Z.[Xin-Zhe], Yang, Y.[Yujiu], Wang, Y.W.[Yu-Wang],
Incremental Residual Concept Bottleneck Models,
CVPR24(11030-11040)
IEEE DOI 2410
Measurement, Visualization, Accuracy, Large language models, Current measurement, Decision making, Closed box BibRef

Xie, Y.T.[Yu-Tong], Chen, Q.[Qi], Wang, S.[Sinuo], To, M.S.[Minh-Son], Lee, I.[Iris], Khoo, E.W.[Ee Win], Hendy, K.[Kerolos], Koh, D.[Daniel], Xia, Y.[Yong], Wu, Q.[Qi],
PairAug: What Can Augmented Image-Text Pairs Do for Radiology?,
CVPR24(11652-11661)
IEEE DOI Code:
WWW Link. 2410
Data privacy, Medical conditions, Large language models, Radiology, Data augmentation BibRef

Dong, Z.K.[Zhi-Kang], Liu, X.L.[Xiu-Long], Chen, B.[Bin], Polak, P.[Pawel], Zhang, P.[Peng],
MuseChat: A Conversational Music Recommendation System for Videos,
CVPR24(12775-12785)
IEEE DOI Code:
WWW Link. 2410
Accuracy, Large language models, Natural languages, Cognition, Recommender systems, Multimodal Learning, Music Information Retrieval BibRef

Li, F.[Feng], Jiang, Q.[Qing], Zhang, H.[Hao], Ren, T.[Tianhe], Liu, S.L.[Shi-Long], Zou, X.[Xueyan], Xu, H.Z.[Huai-Zhe], Li, H.Y.[Hong-Yang], Yang, J.W.[Jian-Wei], Li, C.Y.[Chun-Yuan], Zhang, L.[Lei], Gao, J.F.[Jian-Feng],
Visual in-Context Prompting,
CVPR24(12861-12871)
IEEE DOI Code:
WWW Link. 2410
Training, Visualization, Image segmentation, Codes, Large language models, Computer architecture BibRef

Sachdeva, R.[Ragav], Zisserman, A.[Andrew],
The Manga Whisperer: Automatically Generating Transcriptions for Comics,
CVPR24(12967-12976)
IEEE DOI Code:
WWW Link. 2410
Visualization, Codes, Large language models, Visual impairment, Oral communication, Linguistics BibRef

Du, Y.Y.[Yi-Yang], Wang, X.C.[Xiao-Chen], Chen, C.[Chi], Ye, J.[Jiabo], Wang, Y.[Yiru], Li, P.[Peng], Yan, M.[Ming], Zhang, J.[Ji], Huang, F.[Fei], Sui, Z.F.[Zhi-Fang], Sun, M.[Maosong], Liu, Y.[Yang],
AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization,
CVPR25(9413-9422)
IEEE DOI 2508
Adaptation models, Interpolation, Large language models, Computational modeling, Merging, Estimation, Data models, model merging BibRef

Ye, Q.H.[Qing-Hao], Xu, H.Y.[Hai-Yang], Ye, J.[Jiabo], Yan, M.[Ming], Hu, A.[Anwen], Liu, H.[Haowei], Qian, Q.[Qi], Zhang, J.[Ji], Huang, F.[Fei],
mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration,
CVPR24(13040-13051)
IEEE DOI 2410
Large language models, Computational modeling, Collaboration, Cognition, Decoding, Vision Language BibRef

Qi, P.[Peng], Yan, Z.[Zehong], Hsu, W.[Wynne], Lee, M.L.[Mong Li],
Sniffer: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection,
CVPR24(13052-13062)
IEEE DOI 2410
Visualization, Adaptation models, Accuracy, Large language models, Computational modeling, Data models, multimodal misinformation, explainability BibRef

Zhong, S.S.[Shan-Shan], Huang, Z.Z.[Zhong-Zhan], Gao, S.[Shanghua], Wen, W.[Wushao], Lin, L.[Liang], Zitnik, M.[Marinka], Zhou, P.[Pan],
Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation,
CVPR24(13246-13257)
IEEE DOI Code:
WWW Link. 2410
Technological innovation, Codes, Large language models, Games, Cognition BibRef

Gao, Z.[Zhi], Du, Y.T.[Yun-Tao], Zhang, X.T.[Xin-Tong], Ma, X.J.[Xiao-Jian], Han, W.J.[Wen-Juan], Zhu, S.C.[Song-Chun], Li, Q.[Qing],
CLOVA: A Closed-LOop Visual Assistant with Tool Usage and Update,
CVPR24(13258-13268)
IEEE DOI 2410
Visualization, Limiting, Large language models, Training data, Tagging, Reflection, Compositional Reasoning BibRef

Li, B.[Bohao], Ge, Y.Y.[Yu-Ying], Ge, Y.X.[Yi-Xiao], Wang, G.Z.[Guang-Zhi], Wang, R.[Rui], Zhang, R.M.[Rui-Mao], Shan, Y.[Ying],
SEED-Bench: Benchmarking Multimodal Large Language Models,
CVPR24(13299-13308)
IEEE DOI Code:
WWW Link. 2410
Accuracy, Codes, Annotations, Image synthesis, Large language models, Computational modeling, Benchmark, Multimodal, Hierarchical BibRef

Buettner, K.[Kyle], Malakouti, S.[Sina], Li, X.L.[Xiang Lorraine], Kovashka, A.[Adriana],
Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition,
CVPR24(13515-13524)
IEEE DOI 2410
Geography, Training, Large language models, Training data, Europe, Robustness BibRef

Liu, R.[Ruyang], Li, C.[Chen], Ge, Y.X.[Yi-Xiao], Li, T.H.[Thomas H.], Shan, Y.[Ying], Li, G.[Ge],
BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning,
CVPR24(13658-13667)
IEEE DOI Code:
WWW Link. 2410
Training, Adaptation models, Visualization, Costs, Computational modeling, Graphics processing units, Video Large Language Models BibRef

Li, J.X.[Jia-Xuan], Vo, D.M.[Duc Minh], Sugimoto, A.[Akihiro], Nakayama, H.[Hideki],
Evcap: Retrieval-Augmented Image Captioning with External Visual-Name Memory for Open-World Comprehension,
CVPR24(13733-13742)
IEEE DOI 2410
Training, Visualization, Adaptation models, Costs, Large language models, Memory management, Image Captioning, External Memory BibRef

Song, L.[Lin], Chen, Y.K.[Yu-Kang], Yang, S.[Shuai], Ding, X.H.[Xiao-Han], Ge, Y.X.[Yi-Xiao], Chen, Y.C.[Ying-Cong], Shan, Y.[Ying],
Low-Rank Approximation for Sparse Attention in Multi-Modal LLMs,
CVPR24(13763-13773)
IEEE DOI 2410
Training, Attention mechanisms, Computational modeling, Large language models, Benchmark testing, Natural language processing BibRef

Guo, Q.[Qiushan], de Mello, S.[Shalini], Yin, H.X.[Hong-Xu], Byeon, W.[Wonmin], Cheung, K.C.[Ka Chun], Yu, Y.Z.[Yi-Zhou], Luo, P.[Ping], Liu, S.[Sifei],
RegionGPT: Towards Region Understanding Vision Language Model,
CVPR24(13796-13806)
IEEE DOI 2410
Training, Visualization, Large language models, Pipelines, Training data, Object detection, Cognition BibRef

Yu, T.Y.[Tian-Yu], Yao, Y.[Yuan], Zhang, H.Y.[Hao-Ye], He, T.[Taiwen], Han, Y.F.[Yi-Feng], Cui, G.[Ganqu], Hu, J.Y.[Jin-Yi], Liu, Z.Y.[Zhi-Yuan], Zheng, H.T.[Hai-Tao], Sun, M.[Maosong],
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-Grained Correctional Human Feedback,
CVPR24(13807-13816)
IEEE DOI 2410
Image segmentation, Accuracy, Large language models, Computational modeling, Benchmark testing, Cognition, vision, hallucination BibRef

Xuan, S.Y.[Shi-Yu], Guo, Q.[Qingpei], Yang, M.[Ming], Zhang, S.L.[Shi-Liang],
Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs,
CVPR24(13838-13848)
IEEE DOI Code:
WWW Link. 2410
Training, Visualization, Costs, Accuracy, Annotations, Large language models BibRef

Yu, Q.[Qiying], Sun, Q.[Quan], Zhang, X.S.[Xiao-Song], Cui, Y.F.[Yu-Feng], Zhang, F.[Fan], Cao, Y.[Yue], Wang, X.L.[Xin-Long], Liu, J.J.[Jing-Jing],
CapsFusion: Rethinking Image-Text Data at Scale,
CVPR24(14022-14032)
IEEE DOI 2410
Training, Knowledge engineering, Scalability, Large language models, Computational modeling, Noise BibRef

Yao, J.W.[Jia-Wei], Qian, Q.[Qi], Hu, J.[Juhua],
Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering,
CVPR24(14066-14075)
IEEE DOI Code:
WWW Link. 2410
Deep learning, Bridges, Visualization, Codes, Large language models, Face recognition BibRef

Zou, B.[Bo], Yang, C.[Chao], Qiao, Y.[Yu], Quan, C.B.[Cheng-Bin], Zhao, Y.J.[You-Jian],
LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction,
CVPR24(14089-14099)
IEEE DOI Code:
WWW Link. 2410
Visualization, Adaptation models, Codes, Computational modeling, Benchmark testing, Instruction Tuning, PEFT, Large Language Model BibRef

Hong, W.[Wenyi], Wang, W.H.[Wei-Han], Lv, Q.S.[Qing-Song], Xu, J.Z.[Jia-Zheng], Yu, W.[Wenmeng], Ji, J.H.[Jun-Hui], Wang, Y.[Yan], Wang, Z.[Zihan], Dong, Y.X.[Yu-Xiao], Ding, M.[Ming], Tang, J.[Jie],
CogAgent: A Visual Language Model for GUI Agents,
CVPR24(14281-14290)
IEEE DOI Code:
WWW Link. 2410
Visualization, Limiting, Image resolution, Image recognition, Navigation, Large language models, Benchmark testing BibRef

Mitra, C.[Chancharik], Huang, B.[Brandon], Darrell, T.J.[Trevor J.], Herzig, R.[Roei],
Compositional Chain-of-Thought Prompting for Large Multimodal Models,
CVPR24(14420-14431)
IEEE DOI Code:
WWW Link. 2410
Bridges, Visualization, Codes, Annotations, Large language models, Benchmark testing, Large Multimodal Models, Multimodality, Prompting BibRef

Liu, C.[Chaohu], Yin, K.[Kun], Cao, H.Y.[Hao-Yu], Jiang, X.H.[Xing-Hua], Li, X.[Xin], Liu, Y.[Yinsong], Jiang, D.Q.[De-Qiang], Sun, X.[Xing], Xu, L.[Linli],
HRVDA: High-Resolution Visual Document Assistant,
CVPR24(15534-15545)
IEEE DOI 2410
Training, Visualization, Large language models, Computational modeling, Training data, Transformers, Multimodal BibRef

Luo, C.[Chuwei], Shen, Y.F.[Yu-Fan], Zhu, Z.Q.[Zhao-Qing], Zheng, Q.[Qi], Yu, Z.[Zhi], Yao, C.[Cong],
LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding,
CVPR24(15630-15640)
IEEE DOI 2410
Large language models, Layout, Manuals, Inspection, Benchmark testing, Boosting, Document Understanding, Layout, Large Language Models BibRef

Yang, Y.[Yue], Sun, F.Y.[Fan-Yun], Weihs, L.[Luca], Vanderbilt, E.[Eli], Herrasti, A.[Alvaro], Han, W.[Winson], Wu, J.J.[Jia-Jun], Haber, N.[Nick], Krishna, R.[Ranjay], Liu, L.J.[Ling-Jie], Callison-Burch, C.[Chris], Yatskar, M.[Mark], Kembhavi, A.[Aniruddha], Clark, C.[Christopher],
Holodeck: Language Guided Generation of 3D Embodied AI Environments,
CVPR24(16277-16287)
IEEE DOI 2410
Training, Navigation, Large language models, Semantics, Layout, Stars, Embodied AI, 3D Scene Generation, Language-guided Generation BibRef

Qin, Y.R.[Yi-Ran], Zhou, E.[Enshen], Liu, Q.[Qichang], Yin, Z.F.[Zhen-Fei], Sheng, L.[Lu], Zhang, R.M.[Rui-Mao], Qiao, Y.[Yu], Shao, J.[Jing],
MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception,
CVPR24(16307-16316)
IEEE DOI Code:
WWW Link. 2410
Visualization, Large language models, Active perception, Planning, Compounds BibRef

Zhang, S.[Sixian], Yu, X.Y.[Xin-Yao], Song, X.H.[Xin-Hang], Wang, X.H.[Xiao-Han], Jiang, S.Q.[Shu-Qiang],
Imagine Before Go: Self-Supervised Generative Map for Object Goal Navigation,
CVPR24(16414-16425)
IEEE DOI Code:
WWW Link. 2410
Training, Geometry, Navigation, Large language models, Semantics, Layout, Self-supervised learning, Embodied AI, Object Goal Navigation BibRef

Li, H.[Hao], Yang, X.[Xue], Wang, Z.K.[Zhao-Kai], Zhu, X.Z.[Xi-Zhou], Zhou, J.[Jie], Qiao, Y.[Yu], Wang, X.G.[Xiao-Gang], Li, H.S.[Hong-Sheng], Lu, L.W.[Le-Wei], Dai, J.F.[Ji-Feng],
Auto MC-Reward: Automated Dense Reward Design with Large Language Models for Minecraft,
CVPR24(16426-16435)
IEEE DOI 2410
Learning systems, Codes, Large language models, Lava, Semantics, Reinforcement learning, Syntactics, Large Language Model, Reward Shaping BibRef

Liu, M.X.[Ming-Xuan], Hayes, T.L.[Tyler L.], Ricci, E.[Elisa], Csurka, G.[Gabriela], Volpi, R.[Riccardo],
SHiNe: Semantic Hierarchy Nexus for Open-Vocabulary Object Detection,
CVPR24(16634-16644)
IEEE DOI 2410
Vocabulary, Fuses, Large language models, Semantics, Detectors, Object detection, Open-vocabulary, Object Detection, Vision-Language BibRef

Kim, J.[Jooyeon], Cho, E.[Eulrang], Kim, S.[Sehyung], Kim, H.W.J.[Hyun-Woo J.],
Retrieval-Augmented Open-Vocabulary Object Detection,
CVPR24(17427-17436)
IEEE DOI Code:
WWW Link. 2410
Portable media players, Visualization, Vocabulary, Large language models, Semantics, Detectors, Object detection, Retrieval-Augmentation BibRef

Saha, O.[Oindrila], van Horn, G.[Grant], Maji, S.[Subhransu],
Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions,
CVPR24(17542-17552)
IEEE DOI Code:
WWW Link. 2410
Training, Visualization, Large language models, Habitats, Benchmark testing, Birds, Zero Shot Learning, Fine-grained Classification BibRef

Toubal, I.E.[Imad Eddine], Avinash, A.[Aditya], Alldrin, N.G.[Neil Gordon], Dlabal, J.[Jan], Zhou, W.[Wenlei], Luo, E.[Enming], Stretcu, O.[Otilia], Xiong, H.[Hao], Lu, C.T.[Chun-Ta], Zhou, H.[Howard], Krishna, R.[Ranjay], Fuxman, A.[Ariel], Duerig, T.[Tom],
Modeling Collaborator: Enabling Subjective Vision Classification with Minimal Human Effort via LLM Tool-Use,
CVPR24(17553-17563)
IEEE DOI 2410
Visualization, Computational modeling, Large language models, Natural languages, Wildlife, Training data, Manuals, tool-use BibRef

Li, X.Q.[Xiao-Qi], Xu, J.Y.[Jing-Yun], Zhang, M.X.[Ming-Xu], Liu, J.M.[Jia-Ming], Shen, Y.[Yan], Ponomarenko, I.[Iaroslav], Xu, J.H.[Jia-Hui], Heng, L.[Liang], Huang, S.Y.[Si-Yuan], Zhang, S.H.[Shang-Hang], Dong, H.[Hao],
Object-Centric Prompt-Driven Vision-Language-Action Model for Robotic Manipulation,
CVPR25(27638-27648)
IEEE DOI 2508
Training, Visualization, Natural languages, Manuals, Predictive models, Robustness, Libraries, Planning, Videos BibRef

Li, X.Q.[Xiao-Qi], Zhang, M.X.[Ming-Xu], Geng, Y.R.[Yi-Ran], Geng, H.R.[Hao-Ran], Long, Y.X.[Yu-Xing], Shen, Y.[Yan], Zhang, R.R.[Ren-Rui], Liu, J.M.[Jia-Ming], Dong, H.[Hao],
ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation,
CVPR24(18061-18070)
IEEE DOI Code:
WWW Link. 2410
Training, Adaptation models, Large language models, Transforms, Predictive models, Robot sensing systems, Cognition, Embodied AI, Multi-modal Large Language Model BibRef

Han, T.[Tengda], Bain, M.[Max], Nagrani, A.[Arsha], Varol, G.[Gül], Xie, W.[Weidi], Zisserman, A.[Andrew],
AutoAD III: The Prequel: Back to the Pixels,
CVPR24(18164-18174)
IEEE DOI 2410
Training, Measurement, Visualization, Large language models, Current measurement, Training data, Computer architecture BibRef

Qu, H.X.[Hao-Xuan], Cai, Y.J.[Yu-Jun], Liu, J.[Jun],
LLMs are Good Action Recognizers,
CVPR24(18395-18406)
IEEE DOI 2410
Accuracy, Large language models, Linguistics, Benchmark testing, Skeleton BibRef

Chen, J.[Joya], Lv, Z.Y.[Zhao-Yang], Wu, S.W.[Shi-Wei], Lin, K.Q.[Kevin Qinghong], Song, C.[Chenan], Gao, D.F.[Di-Fei], Liu, J.W.[Jia-Wei], Gao, Z.T.[Zi-Teng], Mao, D.X.[Dong-Xing], Shou, M.Z.[Mike Zheng],
VideoLLM-online: Online Video Large Language Model for Streaming Video,
CVPR24(18407-18418)
IEEE DOI 2410
Training, Large language models, Soft sensors, Pipelines, Streaming media, Rendering (computer graphics), Data models BibRef

Zhu, A.[Anqi], Ke, Q.H.[Qiu-Hong], Gong, M.M.[Ming-Ming], Bailey, J.[James],
Part-Aware Unified Representation of Language and Skeleton for Zero-Shot Action Recognition,
CVPR24(18761-18770)
IEEE DOI Code:
WWW Link. 2410
Visualization, Source coding, Large language models, Natural languages, Skeleton, representation learning BibRef

Chen, T.J.[Tong-Jia], Yu, H.S.[Hong-Shan], Yang, Z.G.[Zhen-Geng], Li, Z.C.[Ze-Chuan], Sun, W.[Wei], Chen, C.[Chen],
OST: Refining Text Knowledge with Optimal Spatio-Temporal Descriptor for General Video Recognition,
CVPR24(18888-18898)
IEEE DOI 2410
Training, Adaptation models, Visualization, Large language models, Semantics, Pipelines, Refining, Video Reognition, Multi-modality Video Understanding BibRef

Zhao, Q.H.[Qi-Hao], Dai, Y.[Yalun], Li, H.[Hao], Hu, W.[Wei], Zhang, F.[Fan], Liu, J.[Jun],
LTGC: Long-Tail Recognition via Leveraging LLMs-Driven Generated Content,
CVPR24(19510-19520)
IEEE DOI 2410
Semantic segmentation, Large language models, Computational modeling, Data visualization, Tail, Benchmark testing BibRef

Siddiqui, Y.[Yawar], Alliegro, A.[Antonio], Artemov, A.[Alexey], Tommasi, T.[Tatiana], Sirigatti, D.[Daniele], Rosov, V.[Vladislav], Dai, A.[Angela], Nießner, M.[Matthias],
MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers,
CVPR24(19615-19625)
IEEE DOI 2410
Geometry, Vocabulary, Solid modeling, Shape, Large language models, Transformers, Mesh Generation, Generative Models for 3D, Transformers BibRef

Li, Z.[Zhe], Gao, Z.Y.[Zhang-Yang], Tan, C.[Cheng], Ren, B.[Bocheng], Yang, L.T.[Laurence T.], Li, S.Z.[Stan Z.],
General Point Model Pretraining with Autoencoding and Autoregressive,
CVPR24(20954-20964)
IEEE DOI Code:
WWW Link. 2410
Point cloud compression, Representation learning, Codes, Large language models, Vector quantization, Computational modeling BibRef

Li, K.C.[Kun-Chang], Wang, Y.[Yali], He, Y.[Yinan], Li, Y.Z.[Yi-Zhuo], Wang, Y.[Yi], Liu, Y.[Yi], Wang, Z.[Zun], Xu, J.[Jilan], Chen, G.[Guo], Lou, P.[Ping], Wang, L.M.[Li-Min], Qiao, Y.[Yu],
MVBench: A Comprehensive Multi-modal Video Understanding Benchmark,
CVPR24(22195-22206)
IEEE DOI Code:
WWW Link. 2410
Training, Systematics, Large language models, Image annotation, Manuals, Benchmark testing BibRef

Taesiri, M.R.[Mohammad Reza], Feng, T.J.[Tian-Jun], Bezemer, C.P.[Cor-Paul], Nguyen, A.[Anh],
GlitchBench: Can Large Multimodal Models Detect Video Game Glitches?,
CVPR24(22444-22455)
IEEE DOI Code:
WWW Link. 2410
Video games, Visualization, Quality assurance, Large language models, Benchmark testing, Linguistics, Cognition, game testing BibRef

Zhang, R.[Ruiyi], Zhang, Y.Z.[Yan-Zhe], Chen, J.[Jian], Zhou, Y.F.[Yu-Fan], Gu, J.X.[Jiu-Xiang], Chen, C.[Changyou], Sun, T.[Tong],
TRINS: Towards Multimodal Language Models that Can Read,
CVPR24(22584-22594)
IEEE DOI 2410
Visualization, Annotations, Large language models, Computational modeling, Optical character recognition, Training data BibRef

Dunlap, L.[Lisa], Zhang, Y.H.[Yu-Hui], Wang, X.H.[Xiao-Han], Zhong, R.Q.[Rui-Qi], Darrell, T.J.[Trevor J.], Steinhardt, J.[Jacob], Gonzalez, J.E.[Joseph E.], Yeung-Levy, S.[Serena],
Describing Differences in Image Sets with Natural Language,
CVPR24(24199-24208)
IEEE DOI Code:
WWW Link. 2410
Analytical models, Large language models, Computational modeling, Natural languages, Human in the loop BibRef

Ishmam, A.M.[Alvi Md], Thomas, C.[Christopher],
Semantic Shield: Defending Vision-Language Models Against Backdooring and Poisoning via Fine-Grained Knowledge Alignment,
CVPR24(24820-24830)
IEEE DOI 2410
Training, Visualization, Correlation, Computational modeling, Large language models, Semantics, Adversarial attack and defense, Vision languge model BibRef

Yang, Y.J.[Yi-Jun], Zhou, T.Y.[Tian-Yi], Li, K.[Kanxue], Tao, D.P.[Da-Peng], Li, L.[Lusong], Shen, L.[Li], He, X.D.[Xiao-Dong], Jiang, J.[Jing], Shi, Y.H.[Yu-Hui],
Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld,
CVPR24(26265-26275)
IEEE DOI 2410
Training, Visualization, Imitation learning, Large language models, Robustness, Reflection, Embodied AI, Large Language Models, Imitation Learning BibRef

Hong, Y.[Yining], Zheng, Z.[Zishuo], Chen, P.H.[Pei-Hao], Wang, Y.F.[Yi-Fan], Li, J.[Junyan], Gan, C.[Chuang],
MultiPLY: A Multisensory Object-Centric Embodied Large Language Model in 3D World,
CVPR24(26396-26406)
IEEE DOI 2410
Visualization, Correlation, Navigation, Large language models, Computational modeling BibRef

Zhang, Y.[Yichi], Dong, Y.P.[Yin-Peng], Zhang, S.Y.[Si-Yuan], Min, T.Z.[Tian-Zan], Su, H.[Hang], Zhu, J.[Jun],
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models,
CVPR24(26552-26562)
IEEE DOI 2410
Training, Visualization, Adaptation models, Computational modeling, Large language models, Semantics, Feature extraction, Transferability BibRef

Han, J.M.[Jia-Ming], Gong, K.X.[Kai-Xiong], Zhang, Y.Y.[Yi-Yuan], Wang, J.Q.[Jia-Qi], Zhang, K.[Kaipeng], Lin, D.[Dahua], Qiao, Y.[Yu], Gao, P.[Peng], Yue, X.Y.[Xiang-Yu],
OneLLM: One Framework to Align All Modalities with Language,
CVPR24(26574-26585)
IEEE DOI Code:
WWW Link. 2410
Point cloud compression, Large language models, Pipelines, Benchmark testing, Functional magnetic resonance imaging, Routing BibRef

Xie, H.X.[Hong-Xia], Peng, C.J.[Chu-Jun], Tseng, Y.W.[Yu-Wen], Chen, H.J.[Hung-Jen], Hsu, C.F.[Chan-Feng], Shuai, H.H.[Hong-Han], Cheng, W.H.[Wen-Huang],
EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning,
CVPR24(26586-26595)
IEEE DOI Code:
WWW Link. 2410
Visualization, Emotion recognition, Large language models, Pipelines, Benchmark testing, Cognition BibRef

Wang, X.Y.[Xin-Yu], Zhuang, B.[Bohan], Wu, Q.[Qi],
ModaVerse: Efficiently Transforming Modalities with LLMs,
CVPR24(26596-26606)
IEEE DOI Code:
WWW Link. 2410
Training, Adaptation models, Large language models, Natural languages, Layout, Data models BibRef

Lin, J.[Ji], Yin, H.X.[Hong-Xu], Ping, W.[Wei], Molchanov, P.[Pavlo], Shoeybi, M.[Mohammad], Han, S.[Song],
VILA: On Pre-training for Visual Language Models,
CVPR24(26679-26689)
IEEE DOI 2410
Degradation, Visualization, Accuracy, Large language models, Benchmark testing, Cognition BibRef

Lyu, Y.H.[Yuan-Huiyi], Zheng, X.[Xu], Zhou, J.Z.[Jia-Zhou], Wang, L.[Lin],
UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All,
CVPR24(26742-26752)
IEEE DOI 2410
Point cloud compression, Visualization, Large language models, Knowledge based systems, Infrared imaging, Contrastive learning, Data mining BibRef

Liang, T.[Tian], Huang, J.[Jing], Kong, M.[Ming], Chen, L.[Luyuan], Zhu, Q.[Qiang],
Querying as Prompt: Parameter-Efficient Learning for Multimodal Language Model,
CVPR24(26845-26855)
IEEE DOI Code:
WWW Link. 2410
Training, Bridges, Adaptation models, Technological innovation, Codes, Computational modeling, multimodal, large language model BibRef

Zhu, L.[Lei], Wei, F.[Fangyun], Lu, Y.[Yanye],
Beyond Text: Frozen Large Language Models in Visual Signal Comprehension,
CVPR24(27037-27047)
IEEE DOI Code:
WWW Link. 2410
Visualization, Vocabulary, Image recognition, Large language models, Semantics, Transforms, Feature extraction, Multi-modal learning BibRef

Pi, R.J.[Ren-Jie], Yao, L.W.[Le-Wei], Gao, J.H.[Jia-Hui], Zhang, J.P.[Ji-Peng], Zhang, T.[Tong],
PerceptionGPT: Effectively Fusing Visual Perception Into LLM,
CVPR24(27114-27123)
IEEE DOI 2410
Training, Visualization, Accuracy, Large language models, Decoding, Multimodal Learning BibRef

Tai, Y.[Yan], Fan, W.C.[Wei-Chen], Zhang, Z.[Zhao], Liu, Z.W.[Zi-Wei],
Link-Context Learning for Multimodal LLMs,
CVPR24(27166-27175)
IEEE DOI 2410
Training, Image recognition, Large language models, Oral communication, Propulsion, Cognition BibRef

Tang, Z.[Zineng], Yang, Z.[Ziyi], Khademi, M.[Mahmoud], Liu, Y.[Yang], Zhu, C.G.[Chen-Guang], Bansal, M.[Mohit],
CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation,
CVPR24(27415-27424)
IEEE DOI 2410
Image synthesis, Large language models, Oral communication, Encoding, Cognition BibRef

Jain, J.[Jitesh], Yang, J.W.[Jian-Wei], Shi, H.[Humphrey],
VCoder: Versatile Vision Encoders for Multimodal Large Language Models,
CVPR24(27992-28002)
IEEE DOI 2410
Training, Visualization, Image segmentation, Costs, Image synthesis, Large language models, Machine vision BibRef

Yuan, Y.Q.[Yu-Qian], Li, W.[Wentong], Liu, J.[Jian], Tang, D.Q.[Dong-Qi], Luo, X.J.[Xin-Jie], Qin, C.[Chi], Zhang, L.[Lei], Zhu, J.[Jianke],
Osprey: Pixel Understanding with Visual Instruction Tuning,
CVPR24(28202-28211)
IEEE DOI Code:
WWW Link. 2410
Convolutional codes, Visualization, Computational modeling, Source coding, Large language models, Semantics BibRef

Zheng, Z.H.[Zhao-Heng], Wei, J.[Jingmin], Hu, X.F.[Xue-Feng], Zhu, H.D.[Hai-Dong], Nevatia, R.[Ram],
Large Language Models are Good Prompt Learners for Low-Shot Image Classification,
CVPR24(28453-28462)
IEEE DOI Code:
WWW Link. 2410
Learning systems, Training, Adaptation models, Codes, Large language models, Computational modeling BibRef

He, H.Y.[Hao-Yu], Pan, Z.Z.[Zi-Zheng], Liu, J.[Jing], Cai, J.F.[Jian-Fei], Zhuang, B.[Bohan],
Efficient Stitchable Task Adaptation,
CVPR24(28555-28565)
IEEE DOI Code:
WWW Link. 2410
Training, Deep learning, Adaptation models, Visualization, Scalability, Pipelines, Memory management, model stitching, large language model BibRef

Tian, X.Y.[Xin-Yu], Zou, S.[Shu], Yang, Z.Y.[Zhao-Yuan], Zhang, J.[Jing],
ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models,
CVPR24(28578-28587)
IEEE DOI Code:
WWW Link. 2410
Adaptation models, Visualization, Correlation, Computational modeling, Large language models, Semantics, few-shot adaptation BibRef

Barbany, O.[Oriol], Huang, M.[Michael], Zhu, X.L.[Xin-Liang], Dhua, A.[Arnab],
Leveraging Large Language Models for Multimodal Search,
FGVC24(1201-1210)
IEEE DOI 2410
Large language models, Natural languages, Pipelines, Image retrieval, LLM, retrieval, fashion, multimodal BibRef

Lv, J.X.[Jia-Xi], Huang, Y.[Yi], Yan, M.[Mingfu], Huang, J.C.[Jian-Cheng], Liu, J.Z.[Jian-Zhuang], Liu, Y.F.[Yi-Fan], Wen, Y.F.[Ya-Fei], Chen, X.X.[Xiao-Xin], Chen, S.F.[Shi-Feng],
GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning,
PBDL24(1430-1440)
IEEE DOI Code:
WWW Link. 2410
Image synthesis, Large language models, Text to image, Fluid flow, Manuals, Diffusion models BibRef

Baldassini, F.B.[Folco Bertini], Shukor, M.[Mustafa], Cord, M.[Matthieu], Soulier, L.[Laure], Piwowarski, B.[Benjamin],
What Makes Multimodal In-Context Learning Work?,
Prompting24(1539-1550)
IEEE DOI 2410
Training, Analytical models, Codes, Large language models, Impedance matching, Large Language Models, Shortcuts learning BibRef

Wang, J.C.[Jun-Chi], Ke, L.[Lei],
LLM-Seg: Bridging Image Segmentation and Large Language Model Reasoning,
WhatNext24(1765-1774)
IEEE DOI Code:
WWW Link. 2410
Training, Image segmentation, Large language models, Design methodology, Pipelines, Cognition BibRef

Hakim, Z.I.A.[Zaber Ibn Abdul], Sarker, N.H.[Najibul Haque], Singh, R.P.[Rahul Pratap], Paul, B.[Bishmoy], Dabouei, A.[Ali], Xu, M.[Min],
Leveraging Generative Language Models for Weakly Supervised Sentence Component Analysis in Video-Language Joint Learning,
MULA24(1975-1985)
IEEE DOI 2410
Training, Adaptation models, Statistical analysis, Large language models, Estimation, Contrastive learning, Distance measurement BibRef

Deria, A.[Ankan], Kumar, K.[Komal], Chakraborty, S.[Snehashis], Mahapatra, D.[Dwarikanath], Roy, S.[Sudipta],
InVERGe: Intelligent Visual Encoder for Bridging Modalities in Report Generation,
MULA24(2028-2038)
IEEE DOI Code:
WWW Link. 2410
Training, Visualization, Computational modeling, Radiology, Transformers, Feature extraction, Decoding, Deep Learning, Large Language Model BibRef

Ma, F.P.[Fei-Peng], Zhou, Y.Z.[Yi-Zhou], Zhang, Y.Y.[Yue-Yi], Wu, S.Y.[Si-Ying], Zhang, Z.[Zheyu], He, Z.L.[Zi-Long], Rao, F.Y.[Feng-Yun], Sun, X.Y.[Xiao-Yan],
Task Navigator: Decomposing Complex Tasks for Multimodal Large Language Models,
Reasoning24(2248-2257)
IEEE DOI 2410
Training, Systematics, Navigation, Large language models, Training data, Language and Vision, Multi-modal Vision BibRef

Arefeen, M.A.[Md Adnan], Debnath, B.[Biplob], Uddin, M.Y.S.[Md Yusuf Sarwar], Chakradhar, S.[Srimat],
ViTA: An Efficient Video-to-Text Algorithm using VLM for RAG-based Video Analysis System,
Reasoning24(2266-2274)
IEEE DOI 2410
Accuracy, Large language models, Natural language processing, Data models, Video Analytics, Large Language Models (LLMs) BibRef

Chen, Y.W.[Yu-Wei], Chu, S.Y.[Shi-Yong],
Large Language Models in Wargaming: Methodology, Application, and Robustness,
AML24(2894-2903)
IEEE DOI 2410
Navigation, Large language models, Decision making, Strategic planning, Solids, Robustness, Natural language processing BibRef

Lai, Z.X.[Zhi-Xin], Wu, J.[Jing], Chen, S.[Suiyao], Zhou, Y.C.[Yu-Cheng], Hovakimyan, N.[Naira],
Residual-based Language Models are Free Boosters for Biomedical Imaging Tasks,
DEF-AI-MIA24(5086-5096)
IEEE DOI Code:
WWW Link. 2410
Visualization, Large language models, Fasteners, Transformers, LLM, Biomedical Imaging BibRef

Fang, X.[Xi], Wang, W.G.[Wei-Gang], Lv, X.X.[Xiao-Xin], Yan, J.[Jun],
PCQA: A Strong Baseline for AIGC Quality Assessment Based on Prompt Condition,
NTIRE24(6167-6176)
IEEE DOI 2410
Image quality, Databases, Large language models, Semantics, Quality assessment, Ensemble learning, AIGC, multimodal learning BibRef

Ye, Z.[Zilyu], Liu, J.X.[Jin-Xiu], Cao, J.J.[Jin-Jin], Chen, Z.Y.[Zhi-Yang], Xuan, Z.W.[Zi-Wei], Zhou, M.Y.[Ming-Yuan], Liu, Q.[Qi], Qi, G.J.[Guo-Jun],
OpenStory: A Large-Scale Open-Domain Dataset for Subject-Driven Visual Storytelling,
VDU24(7953-7962)
IEEE DOI 2410
Training, Visualization, Annotations, Large language models, Pipelines, Manuals BibRef

Chen, X.Y.[Xiang-Yu], Liu, J.[Jing], Wang, Y.[Ye], Wang, P.P.[Pu Perry], Brand, M.[Matthew], Wang, G.H.[Guang-Hui], Koike-Akino, T.[Toshiaki],
SuperLoRA: Parameter-Efficient Unified Adaptation for Large Vision Models,
ECV24(8050-8055)
IEEE DOI 2410
Adaptation models, Tensors, Computational modeling, Large language models, Transfer learning, parameter efficiency, low-rank adaptation BibRef

Wei, C.[Chen], Liu, C.X.[Chen-Xi], Qiao, S.Y.[Si-Yuan], Zhang, Z.S.[Zhi-Shuai], Yuille, A.L.[Alan L.], Yu, J.H.[Jia-Hui],
De-Diffusion Makes Text a Strong Cross-Modal Interface,
CVPR24(13492-13503)
IEEE DOI 2410
Large language models, Natural languages, Text to image, Transforms, Diffusion models, Decoding, Diffusion, Generative Model, Vision and Language BibRef

Chen, B.[Boyuan], Xu, Z.[Zhuo], Kirmani, S.[Sean], Ichter, B.[Brian], Sadigh, D.[Dorsa], Guibas, L.J.[Leonidas J.], Xia, F.[Fei],
SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities,
CVPR24(14455-14465)
IEEE DOI Code:
WWW Link. 2410
Training, Solid modeling, Visualization, Pipelines, Training data, Cognition, spatial reasoning, large language model, multimodal, vision language model BibRef

Dorkenwald, M.[Michael], Barazani, N.[Nimrod], Snoek, C.G.M.[Cees G. M.], Asano, Y.M.[Yuki M.],
PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs,
CVPR24(13548-13558)
IEEE DOI 2410
Training, Computational modeling, Machine vision, Large language models, Pipelines, Pins, Vision-Language Models, Efficient Adaption of VLMs BibRef

Cha, J.[Junbum], Kang, W.[Wooyoung], Mun, J.[Jonghwan], Roh, B.[Byungseok],
Honeybee: Locality-Enhanced Projector for Multimodal LLM,
CVPR24(13817-13827)
IEEE DOI Code:
WWW Link. 2410
Visualization, Codes, Large language models, Benchmark testing, Tuning, Multimodal LLM, Vision-Language BibRef

Sun, Z.Y.[Ze-Yi], Fang, Y.[Ye], Wu, T.[Tong], Zhang, P.[Pan], Zang, Y.H.[Yu-Hang], Kong, S.[Shu], Xiong, Y.J.[Yuan-Jun], Lin, D.[Dahua], Wang, J.Q.[Jia-Qi],
Alpha-CLIP: A CLIP Model Focusing on Wherever you Want,
CVPR24(13019-13029)
IEEE DOI Code:
WWW Link. 2410
Point cloud compression, Visualization, Image recognition, Codes, Large language models, CLIP, Vision-language pretraining, MLLMs BibRef

Parashar, S.[Shubham], Lin, Z.Q.[Zhi-Qiu], Liu, T.[Tian], Dong, X.J.[Xiang-Jue], Li, Y.[Yanan], Ramanan, D.[Deva], Caverlee, J.[James], Kong, S.[Shu],
The Neglected Tails in Vision-Language Models,
CVPR24(12988-12997)
IEEE DOI 2410
Training, Visualization, Accuracy, Large language models, Text to image, Tail, Flowering plants, Vision-Language Models, Long tailed recognition BibRef

Luo, Y.[Yan], Shi, M.[Min], Khan, M.O.[Muhammad Osama], Afzal, M.M.[Muhammad Muneeb], Huang, H.[Hao], Yuan, S.[Shuaihang], Tian, Y.[Yu], Song, L.[Luo], Kouhana, A.[Ava], Elze, T.[Tobias], Fang, Y.[Yi], Wang, M.Y.[Meng-Yu],
FairCLIP: Harnessing Fairness in Vision-Language Learning,
CVPR24(12289-12301)
IEEE DOI Code:
WWW Link. 2410
Deep learning, Bridges, Analytical models, Ethics, Codes, Computational modeling, Fairness Learning, Large Language Models BibRef

Zara, G.[Giacomo], Conti, A.[Alessandro], Roy, S.[Subhankar], Lathuilière, S.[Stéphane], Rota, P.[Paolo], Ricci, E.[Elisa],
The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation,
ICCV23(10273-10283)
IEEE DOI 2401
BibRef

Zhao, H.B.[Hong-Bo], Ni, B.L.[Bo-Lin], Fan, J.S.[Jun-Song], Wang, Y.X.[Yu-Xi], Chen, Y.T.[Yun-Tao], Meng, G.F.[Gao-Feng], Zhang, Z.X.[Zhao-Xiang],
Continual Forgetting for Pre-Trained Vision Models,
CVPR24(28631-28642)
IEEE DOI Code:
WWW Link. 2410
Privacy, Codes, Large language models, Face recognition, Object detection, Continual Forgetting, Machine Unlearning BibRef

Zhan, X.Y.[Xin-Yu], Yang, L.X.[Li-Xin], Zhao, Y.F.[Yi-Fei], Mao, K.[Kangrui], Xu, H.L.[Han-Lin], Lin, Z.[Zenan], Li, K.L.[Kai-Lin], Lu, C.[Cewu],
OakInk2: A Dataset of Bimanual Hands-Object Manipulation in Complex Task Completion,
CVPR24(445-456)
IEEE DOI Code:
WWW Link. 2410
Annotations, Affordances, Computational modeling, Large language models, Decoding BibRef

Li, Y.C.[Yi-Cong], Zhao, N.[Na], Xiao, J.B.[Jun-Bin], Feng, C.[Chun], Wang, X.[Xiang], Chua, T.S.[Tat-Seng],
LASO: Language-Guided Affordance Segmentation on 3D Object,
CVPR24(14251-14260)
IEEE DOI Code:
WWW Link. 2410
Visualization, Solid modeling, Shape, Affordances, Large language models, Semantics, Multimodal, 3D-Language, Vision-Language BibRef

Rotstein, N.[Noam], Bensaïd, D.[David], Brody, S.[Shaked], Ganz, R.[Roy], Kimmel, R.[Ron],
FuseCap: Leveraging Large Language Models for Enriched Fused Image Captions,
WACV24(5677-5688)
IEEE DOI 2404
Training, Surveys, Visualization, Fuses, Optical character recognition, Training data, Algorithms, Image recognition and understanding BibRef

Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Large Language Models for Autonomous Driving, LLM, LVLM .