20.4.3.3.2 Vision-Language Models, Language-Vision Models, VQA

Chapter Contents (Back)
Vision Language Model. Visual-Language Model. Language Vision Model. VQA.
See also Visual Question Answering, Query, VQA.
See also Visual Grounding, Grounding Expressions.
See also CLIP, Contrastive Language-Image Pre-training.

Tamaazousti, Y.[Youssef], Le Borgne, H.[Hervé], Popescu, A.[Adrian], Gadeski, E.[Etienne], Ginsca, A.[Alexandru], Hudelot, C.[Céline],
Vision-language integration using constrained local semantic features,
CVIU(163), No. 1, 2017, pp. 41-57.
Elsevier DOI 1712
Image classification BibRef

Gouthaman, K.V., Nambiar, A.[Athira], Srinivas, K.S.[Kancheti Sai], Mittal, A.[Anurag],
Linguistically-aware attention for reducing the semantic gap in vision-language tasks,
PR(112), 2021, pp. 107812.
Elsevier DOI 2102
Attention models, Visual question answering, Counting in visual question answering, Image captioning BibRef

Zhou, K.Y.[Kai-Yang], Yang, J.K.[Jing-Kang], Loy, C.C.[Chen Change], Liu, Z.W.[Zi-Wei],
Learning to Prompt for Vision-Language Models,
IJCV(130), No. 9, September 2022, pp. 2337-2348.
Springer DOI 2208
BibRef

Zhou, K.Y.[Kai-Yang], Yang, J.K.[Jing-Kang], Loy, C.C.[Chen Change], Liu, Z.W.[Zi-Wei],
Conditional Prompt Learning for Vision-Language Models,
CVPR22(16795-16804)
IEEE DOI 2210
Training, Representation learning, Adaptation models, Neural networks, Manuals, Market research, Representation learning BibRef

Ma, C.C.[Cheng-Cheng], Liu, Y.[Yang], Deng, J.K.[Jian-Kang], Xie, L.X.[Ling-Xi], Dong, W.M.[Wei-Ming], Xu, C.S.[Chang-Sheng],
Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models,
CirSysVideo(33), No. 9, September 2023, pp. 4616-4629.
IEEE DOI Code:
WWW Link. 2310
BibRef

Zhu, Y.Q.[Yong-Qing], Li, X.Y.[Xiang-Yang], Zheng, M.[Mao], Yang, J.H.[Jia-Hao], Wang, Z.[Zihan], Guo, X.Q.[Xiao-Qian], Chai, Z.F.[Zi-Feng], Yuan, Y.C.[Yu-Chen], Jiang, S.Q.[Shu-Qiang],
Focus and Align: Learning Tube Tokens for Video-Language Pre-Training,
MultMed(25), 2023, pp. 8036-8050.
IEEE DOI 2312
BibRef

Chen, C.Q.[Chong-Qing], Han, D.[Dezhi], Chang, C.C.[Chin-Chen],
MPCCT: Multimodal vision-language learning paradigm with context-based compact Transformer,
PR(147), 2024, pp. 110084.
Elsevier DOI Code:
WWW Link. 2312
Multimodal vision-language paradigms, High-dependency modeling, Visual question answering (VQA), Logical relationship reasoning BibRef

Wu, W.H.[Wen-Hao], Sun, Z.[Zhun], Song, Y.X.[Yu-Xin], Wang, J.D.[Jing-Dong], Ouyang, W.L.[Wan-Li],
Transferring Vision-Language Models for Visual Recognition: A Classifier Perspective,
IJCV(132), No. 2, February 2024, pp. 392-409.
Springer DOI 2402
BibRef

Ming, Y.F.[Yi-Fei], Li, Y.X.[Yi-Xuan],
How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models?,
IJCV(132), No. 2, February 2024, pp. 596-609.
Springer DOI 2402
BibRef

Zhao, C.R.[Cai-Rong], Wang, Y.[Yubin], Jiang, X.Y.[Xin-Yang], Shen, Y.F.[Yi-Fei], Song, K.[Kaitao], Li, D.S.[Dong-Sheng], Miao, D.Q.[Duo-Qian],
Learning Domain Invariant Prompt for Vision-Language Models,
IP(33), 2024, pp. 1348-1360.
IEEE DOI 2402
Task analysis, Tuning, Training, Adaptation models, Visualization, Image color analysis, Self-supervised learning, Prompt learning, domain generalization BibRef

Yang, X.F.[Xiao-Feng], Liu, F.[Fayao], Lin, G.S.[Guo-Sheng],
Neural Logic Vision Language Explainer,
MultMed(26), 2024, pp. 3331-3340.
IEEE DOI 2402
Cognition, Logic programming, Deep learning, Visualization, Data models, Training, Markov processes, vision language pretraining BibRef

Wang, Y.D.[Yi-Dong], Yu, Z.O.[Zhu-Ohao], Wang, J.D.[Jin-Dong], Heng, Q.[Qiang], Chen, H.[Hao], Ye, W.[Wei], Xie, R.[Rui], Xie, X.[Xing], Zhang, S.K.[Shi-Kun],
Exploring Vision-Language Models for Imbalanced Learning,
IJCV(132), No. 1, January 2024, pp. 224-237.
Springer DOI 2402
BibRef

Yu, Z.T.[Zheng-Tao], Zhao, J.[Jia], Guo, C.L.[Chen-Liang], Yang, Y.[Ying],
StableNet: Distinguishing the hard samples to overcome language priors in visual question answering,
IET-CV(18), No. 2, 2024, pp. 315-327.
DOI Link 2403
multimedia systems BibRef


Ganz, R.[Roy], Nuriel, O.[Oren], Aberdam, A.[Aviad], Kittenplon, Y.[Yair], Mazor, S.[Shai], Litman, R.[Ron],
Towards Models that Can See and Read,
ICCV23(21661-21671)
IEEE DOI 2401
BibRef

Zhang, H.[Heng], Liu, D.[Daqing], Lv, Z.[Zezhong], Su, B.[Bing], Tao, D.C.[Da-Cheng],
Exploring Temporal Concurrency for Video-Language Representation Learning,
ICCV23(15522-15532)
IEEE DOI Code:
WWW Link. 2401
BibRef

Shukor, M.[Mustafa], Dancette, C.[Corentin], Cord, M.[Matthieu],
eP-ALM: Efficient Perceptual Augmentation of Language Models,
ICCV23(21999-22012)
IEEE DOI Code:
WWW Link. 2401
BibRef

Schulter, S.[Samuel], Kumar, B.G.V.[B.G. Vijay], Suh, Y.M.[Yu-Min], Dafnis, K.M.[Konstantinos M.], Zhang, Z.X.[Zhi-Xing], Zhao, S.Y.[Shi-Yu], Metaxas, D.N.[Dimitris N.],
OmniLabel: A Challenging Benchmark for Language-Based Object Detection,
ICCV23(11919-11928)
IEEE DOI Code:
WWW Link. 2401
BibRef

Chen, Z.L.[Zi-Liang], Huang, X.[Xin], Guan, Q.L.[Quan-Long], Lin, L.[Liang], Luo, W.Q.[Wei-Qi],
A Retrospect to Multi-prompt Learning across Vision and Language,
ICCV23(22133-22144)
IEEE DOI 2401
BibRef

Derakhshani, M.M.[Mohammad Mahdi], Sanchez, E.[Enrique], Bulat, A.[Adrian], da Costa, V.G.T.[Victor Guilherme Turrisi], Snoek, C.G.M.[Cees G. M.], Tzimiropoulos, G.[Georgios], Martinez, B.[Brais],
Bayesian Prompt Learning for Image-Language Model Generalization,
ICCV23(15191-15200)
IEEE DOI Code:
WWW Link. 2401
BibRef

Cascante-Bonilla, P.[Paola], Shehada, K.[Khaled], Smith, J.S.[James Seale], Doveh, S.[Sivan], Kim, D.H.[Dong-Hyun], Panda, R.[Rameswar], Varol, G.[Gül], Oliva, A.[Aude], Ordonez, V.[Vicente], Feris, R.S.[Rogerio S.], Karlinsky, L.[Leonid],
Going Beyond Nouns With Vision & Language Models Using Synthetic Data,
ICCV23(20098-20108)
IEEE DOI 2401
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

Upadhyay, U.[Uddeshya], Karthik, S.[Shyamgopal], Mancini, M.[Massimiliano], Akata, Z.[Zeynep],
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models,
ICCV23(1899-1910)
IEEE DOI Code:
WWW Link. 2401
BibRef

Chen, Z.H.[Zhi-Hong], Diao, S.Z.[Shi-Zhe], Wang, B.[Benyou], Li, G.B.[Guan-Bin], Wan, X.[Xiang],
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts,
ICCV23(23346-23356)
IEEE DOI 2401
BibRef

Bitton-Guetta, N.[Nitzan], Bitton, Y.[Yonatan], Hessel, J.[Jack], Schmidt, L.[Ludwig], Elovici, Y.[Yuval], Stanovsky, G.[Gabriel], Schwartz, R.[Roy],
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images,
ICCV23(2616-2627)
IEEE DOI 2401
BibRef

Hu, Z.Y.[Zi-Yuan], Li, Y.[Yanyang], Lyu, M.R.[Michael R.], Wang, L.W.[Li-Wei],
VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control,
ICCV23(2998-3008)
IEEE DOI Code:
WWW Link. 2401
BibRef

Slyman, E.[Eric], Kahng, M.[Minsuk], Lee, S.[Stefan],
VLSlice: Interactive Vision-and-Language Slice Discovery,
ICCV23(15245-15255)
IEEE DOI 2401
BibRef

Najibi, M.[Mahyar], Ji, J.W.[Jing-Wei], Zhou, Y.[Yin], Qi, C.R.[Charles R.], Yan, X.C.[Xin-Chen], Ettinger, S.[Scott], Anguelov, D.[Dragomir],
Unsupervised 3D Perception with 2D Vision-Language Distillation for Autonomous Driving,
ICCV23(8568-8578)
IEEE DOI 2401
BibRef

Zheng, K.[Kecheng], Wu, W.[Wei], Feng, R.[Ruili], Zhu, K.[Kai], Liu, J.W.[Jia-Wei], Zhao, D.L.[De-Li], Zha, Z.J.[Zheng-Jun], Chen, W.[Wei], Shen, Y.J.[Yu-Jun],
Regularized Mask Tuning: Uncovering Hidden Knowledge in Pre-trained Vision-Language Models,
ICCV23(11629-11639)
IEEE DOI 2401
BibRef

Wang, T.[Tan], Lin, K.[Kevin], Li, L.J.[Lin-Jie], Lin, C.C.[Chung-Ching], Yang, Z.Y.[Zheng-Yuan], Zhang, H.W.[Han-Wang], Liu, Z.C.[Zi-Cheng], Wang, L.J.[Li-Juan],
Equivariant Similarity for Vision-Language Foundation Models,
ICCV23(11964-11974)
IEEE DOI 2401
BibRef

Xu, H.[Hu], Xie, S.[Saining], Huang, P.Y.[Po-Yao], Yu, L.C.[Li-Cheng], Howes, R.[Russell], Ghosh, G.[Gargi], Zettlemoyer, L.[Luke], Feichtenhofer, C.[Christoph],
CiT: Curation in Training for Effective Vision-Language Data,
ICCV23(15134-15143)
IEEE DOI 2401
BibRef

Trager, M.[Matthew], Perera, P.[Pramuditha], Zancato, L.[Luca], Achille, A.[Alessandro], Bhatia, P.[Parminder], Soatto, S.[Stefano],
Linear Spaces of Meanings: Compositional Structures in Vision-Language Models,
ICCV23(15349-15358)
IEEE DOI 2401
BibRef

Chen, Y.S.[Yi-Syuan], Song, Y.Z.[Yun-Zhu], Yeo, C.Y.[Cheng Yu], Liu, B.[Bei], Fu, J.L.[Jian-Long], Shuai, H.H.[Hong-Han],
SINC: Self-Supervised In-Context Learning for Vision-Language Tasks,
ICCV23(15384-15396)
IEEE DOI 2401
BibRef

Wu, C.E.[Cheng-En], Tian, Y.[Yu], Yu, H.C.[Hai-Chao], Wang, H.[Heng], Morgado, P.[Pedro], Hu, Y.H.[Yu Hen], Yang, L.J.[Lin-Jie],
Why Is Prompt Tuning for Vision-Language Models Robust to Noisy Labels?,
ICCV23(15442-15451)
IEEE DOI Code:
WWW Link. 2401
BibRef

Ouali, Y.[Yassine], Bulat, A.[Adrian], Matinez, B.[Brais], Tzimiropoulos, G.[Georgios],
Black Box Few-Shot Adaptation for Vision-Language models,
ICCV23(15488-15500)
IEEE DOI Code:
WWW Link. 2401
BibRef

Kan, B.[Baoshuo], Wang, T.[Teng], Lu, W.P.[Wen-Peng], Zhen, X.T.[Xian-Tong], Guan, W.[Weili], Zheng, F.[Feng],
Knowledge-Aware Prompt Tuning for Generalizable Vision-Language Models,
ICCV23(15624-15634)
IEEE DOI 2401
BibRef

Zhai, J.T.[Jiang-Tian], Zhang, Q.[Qi], Wu, T.[Tong], Chen, X.Y.[Xing-Yu], Liu, J.J.[Jiang-Jiang], Cheng, M.M.[Ming-Ming],
SLAN: Self-Locator Aided Network for Vision-Language Understanding,
ICCV23(21892-21901)
IEEE DOI Code:
WWW Link. 2401
BibRef

Long, S.[Sifan], Zhao, Z.[Zhen], Yuan, J.[Junkun], Tan, Z.C.[Zi-Chang], Liu, J.J.[Jiang-Jiang], Zhou, L.P.[Lu-Ping], Wang, S.S.[Sheng-Sheng], Wang, J.D.[Jing-Dong],
Task-Oriented Multi-Modal Mutual Learning for Vision-Language Models,
ICCV23(21902-21912)
IEEE DOI 2401
BibRef

Cho, E.[Eulrang], Kim, J.[Jooyeon], Kim, H.W.J.[Hyun-Woo J.],
Distribution-Aware Prompt Tuning for Vision-Language Models,
ICCV23(21947-21956)
IEEE DOI Code:
WWW Link. 2401
BibRef

Varma, M.[Maya], Delbrouck, J.B.[Jean-Benoit], Hooper, S.[Sarah], Chaudhari, A.[Akshay], Langlotz, C.[Curtis],
ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World Data,
ICCV23(22168-22178)
IEEE DOI 2401
BibRef

Zhu, H.G.[Hong-Guang], Wei, Y.C.[Yun-Chao], Liang, X.D.[Xiao-Dan], Zhang, C.J.[Chun-Jie], Zhao, Y.[Yao],
CTP: Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation,
ICCV23(22200-22210)
IEEE DOI Code:
WWW Link. 2401
BibRef

Salin, E.[Emmanuelle], Ayache, S.[Stéphane], Favre, B.[Benoit],
Towards an Exhaustive Evaluation of Vision-Language Foundation Models,
MMFM23(339-352)
IEEE DOI 2401
BibRef

Hu, Z.[Zhizhang], Zhu, X.L.[Xin-Liang], Tran, S.[Son], Vidal, R.[René], Dhua, A.[Arnab],
ProVLA: Compositional Image Search with Progressive Vision-Language Alignment and Multimodal Fusion,
CLVL23(2764-2769)
IEEE DOI 2401
BibRef

Hall, M.[Melissa], Gustafson, L.[Laura], Adcock, A.[Aaron], Misra, I.[Ishan], Ross, C.[Candace],
Vision-Language Models Performing Zero-Shot Tasks Exhibit Disparities Between Gender Groups,
CLVL23(2770-2777)
IEEE DOI 2401
BibRef

Agnolucci, L.[Lorenzo], Baldrati, A.[Alberto], Todino, F.[Francesco], Becattini, F.[Federico], Bertini, M.[Marco], del Bimbo, A.[Alberto],
ECO: Ensembling Context Optimization for Vision-Language Models,
CLVL23(2803-2807)
IEEE DOI 2401
BibRef

Palit, V.[Vedant], Pandey, R.[Rohan], Arora, A.[Aryaman], Liang, P.P.[Paul Pu],
Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP,
CLVL23(2848-2853)
IEEE DOI 2401
BibRef

Sammani, F.[Fawaz], Deligiannis, N.[Nikos],
Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language Tasks,
VLAR23(4636-4641)
IEEE DOI 2401
BibRef

Lu, D.[Dong], Wang, Z.Q.[Zhi-Qiang], Wang, T.[Teng], Guan, W.[Weili], Gao, H.[Hongchang], Zheng, F.[Feng],
Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training Models,
ICCV23(102-111)
IEEE DOI Code:
WWW Link. 2401
BibRef

Lee, D.J.[Dong-Jun], Song, S.[Seokwon], Suh, J.[Jihee], Choi, J.[Joonmyeong], Lee, S.[Sanghyeok], Kim, H.W.J.[Hyun-Woo J.],
Read-only Prompt Optimization for Vision-Language Few-shot Learning,
ICCV23(1401-1411)
IEEE DOI Code:
WWW Link. 2401
BibRef

Li, X.[Xuanlin], Fang, Y.H.[Yun-Hao], Liu, M.H.[Ming-Hua], Ling, Z.[Zhan], Tu, Z.W.[Zhuo-Wen], Su, H.[Hao],
Distilling Large Vision-Language Model with Out-of-Distribution Generalizability,
ICCV23(2492-2503)
IEEE DOI 2401
BibRef

Li, J.C.[Jun-Cheng], Gao, M.[Minghe], Wei, L.[Longhui], Tang, S.L.[Si-Liang], Zhang, W.Q.[Wen-Qiao], Li, M.[Mengze], Ji, W.[Wei], Tian, Q.[Qi], Chua, T.S.[Tat-Seng], Zhuang, Y.T.[Yue-Ting],
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models,
ICCV23(2551-2562)
IEEE DOI 2401
BibRef

Bi, J.Y.[Jun-Yu], Cheng, D.[Daixuan], Yao, P.[Ping], Pang, B.[Bochen], Zhan, Y.F.[Yue-Feng], Yang, C.G.[Chuan-Guang], Wang, Y.J.[Yu-Jing], Sun, H.[Hao], Deng, W.W.[Wei-Wei], Zhang, Q.[Qi],
VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching,
ICCV23(2584-2593)
IEEE DOI 2401
BibRef

Udandarao, V.[Vishaal], Gupta, A.[Ankush], Albanie, S.[Samuel],
SuS-X: Training-Free Name-Only Transfer of Vision-Language Models,
ICCV23(2725-2736)
IEEE DOI Code:
WWW Link. 2401
BibRef

Jiang, C.[Chaoya], Xu, H.Y.[Hai-Yang], Ye, W.[Wei], Ye, Q.H.[Qing-Hao], Li, C.L.[Chen-Liang], Yan, M.[Ming], Bi, B.[Bin], Zhang, S.K.[Shi-Kun], Huang, F.[Fei], Huang, S.[Songfang],
BUS: Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization,
ICCV23(2888-2898)
IEEE DOI 2401
BibRef

Shi, C.[Cheng], Yang, S.[Sibei],
LoGoPrompt: Synthetic Text Images Can Be Good Visual Prompts for Vision-Language Models,
ICCV23(2920-2929)
IEEE DOI 2401
BibRef

Wang, A.J.P.[Alex Jin-Peng], Lin, K.Q.[Kevin Qinghong], Zhang, D.J.H.[David Jun-Hao], Lei, S.W.X.[Stan Wei-Xian], Shou, M.Z.[Mike Zheng],
Too Large; Data Reduction for Vision-Language Pre-Training,
ICCV23(3124-3134)
IEEE DOI 2401
BibRef

Wang, W.H.[Wei-Han], Yang, Z.[Zhen], Xu, B.[Bin], Li, J.[Juanzi], Sun, Y.[Yankui],
ViLTA: Enhancing Vision-Language Pre-training through Textual Augmentation,
ICCV23(3135-3146)
IEEE DOI 2401
BibRef

Wang, T.J.J.[Tzu-Jui Julius], Laaksonen, J.[Jorma], Langer, T.[Tomas], Arponen, H.[Heikki], Bishop, T.E.[Tom E.],
Learning by Hallucinating: Vision-Language Pre-training with Weak Supervision,
WACV23(1073-1083)
IEEE DOI 2302
Visualization, Vocabulary, Computational modeling, Detectors, Benchmark testing, Transformers, un-supervised learning BibRef

Boecking, B.[Benedikt], Usuyama, N.[Naoto], Bannur, S.[Shruthi], Castro, D.C.[Daniel C.], Schwaighofer, A.[Anton], Hyland, S.[Stephanie], Wetscherek, M.[Maria], Naumann, T.[Tristan], Nori, A.[Aditya], Alvarez-Valle, J.[Javier], Poon, H.[Hoifung], Oktay, O.[Ozan],
Making the Most of Text Semantics to Improve Biomedical Vision-Language Processing,
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Springer DOI 2211
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Cui, Q.[Quan], Zhou, B.[Boyan], Guo, Y.[Yu], Yin, W.D.[Wei-Dong], Wu, H.[Hao], Yoshie, O.[Osamu], Chen, Y.[Yubo],
Contrastive Vision-Language Pre-training with Limited Resources,
ECCV22(XXXVI:236-253).
Springer DOI 2211
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Walmer, M.[Matthew], Sikka, K.[Karan], Sur, I.[Indranil], Shrivastava, A.[Abhinav], Jha, S.[Susmit],
Dual-Key Multimodal Backdoors for Visual Question Answering,
CVPR22(15354-15364)
IEEE DOI 2210
Visualization, Training data, Detectors, Feature extraction, Question answering (information retrieval), Vision + language BibRef

Ding, Y.[Yang], Yu, J.[Jing], Liu, B.[Bang], Hu, Y.[Yue], Cui, M.X.[Ming-Xin], Wu, Q.[Qi],
MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering,
CVPR22(5079-5088)
IEEE DOI 2210
Bridges, Visualization, Codes, Computational modeling, Knowledge based systems, Semantics, Vision + language BibRef

Gao, F.[Feng], Ping, Q.[Qing], Thattai, G.[Govind], Reganti, A.[Aishwarya], Wu, Y.N.[Ying Nian], Natarajan, P.[Prem],
Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering,
CVPR22(5057-5067)
IEEE DOI 2210
Knowledge engineering, Visualization, Solid modeling, Knowledge based systems, Natural languages, Transforms, Visual reasoning BibRef

Aflalo, E.[Estelle], Du, M.[Meng], Tseng, S.Y.[Shao-Yen], Liu, Y.F.[Yong-Fei], Wu, C.[Chenfei], Duan, N.[Nan], Lal, V.[Vasudev],
VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers,
CVPR22(21374-21383)
IEEE DOI 2210
Heating systems, Visualization, Machine vision, Computational modeling, Transformers, Question answering (information retrieval) BibRef

Hu, X.W.[Xiao-Wei], Gan, Z.[Zhe], Wang, J.F.[Jian-Feng], Yang, Z.Y.[Zheng-Yuan], Liu, Z.C.[Zi-Cheng], Lu, Y.[Yumao], Wang, L.J.[Li-Juan],
Scaling Up Vision-Language Pretraining for Image Captioning,
CVPR22(17959-17968)
IEEE DOI 2210
Training, Visualization, Computational modeling, Training data, Benchmark testing, Transformers, Feature extraction, Vision + language BibRef

Zhang, P.C.[Peng-Chuan], Li, X.J.[Xiu-Jun], Hu, X.W.[Xiao-Wei], Yang, J.W.[Jian-Wei], Zhang, L.[Lei], Wang, L.J.[Li-Juan], Choi, Y.J.[Ye-Jin], Gao, J.F.[Jian-Feng],
VinVL: Revisiting Visual Representations in Vision-Language Models,
CVPR21(5575-5584)
IEEE DOI 2111
Training, Visualization, Computational modeling, Object detection, Benchmark testing, Feature extraction, Transformers BibRef

Li, Z.W.[Zhuo-Wan], Stengel-Eskin, E.[Elias], Zhang, Y.X.[Yi-Xiao], Xie, C.[Cihang], Tran, Q.[Quan], van Durme, B.[Benjamin], Yuille, A.L.[Alan L.],
Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images,
ICCV21(14890-14899)
IEEE DOI 2203
Visualization, Analytical models, Codes, Computational modeling, Cognition, Data models, Vision + language BibRef

Yang, X.[Xu], Zhang, H.W.[Han-Wang], Qi, G.J.[Guo-Jun], Cai, J.F.[Jian-Fei],
Causal Attention for Vision-Language Tasks,
CVPR21(9842-9852)
IEEE DOI 2111
Correlation, Codes, Computational modeling, Training data, Transformers, Data models BibRef

Stefanini, M.[Matteo], Cornia, M.[Marcella], Baraldi, L.[Lorenzo], Cucchiara, R.[Rita],
A Novel Attention-based Aggregation Function to Combine Vision and Language,
ICPR21(1212-1219)
IEEE DOI 2105
Deep learning, Visualization, Image retrieval, Transforms, Knowledge discovery BibRef

Jain, V., Lodhavia, J.,
Automatic Question Tagging using k-Nearest Neighbors and Random Forest,
ISCV20(1-4)
IEEE DOI 2011
learning (artificial intelligence), question answering (information retrieval), Natural Language Processing BibRef

Zheng, W.B.[Wen-Bo], Yan, L.[Lan], Gou, C.[Chao], Wang, F.Y.[Fei-Yue],
Webly Supervised Knowledge Embedding Model for Visual Reasoning,
CVPR20(12442-12451)
IEEE DOI 2008
Visual reasoning between visual image and natural language description. Visualization, Cognition, Knowledge based systems, Task analysis, Knowledge engineering, Modulation, Robustness BibRef

Nguyen, D.K.[Duy-Kien], Okatani, T.[Takayuki],
Multi-Task Learning of Hierarchical Vision-Language Representation,
CVPR19(10484-10493).
IEEE DOI 2002
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Gupta, T.[Tanmay], Shih, K.J.[Kevin J.], Singh, S.[Saurabh], Hoiem, D.[Derek],
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks,
ICCV17(4223-4232)
IEEE DOI 1802
data visualisation, image recognition, learning (artificial intelligence), Visualization BibRef

Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Video Question Answering, Movies, Spatio-Temporal, Query, VQA .


Last update:Apr 10, 2024 at 09:54:40