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        AUTHOR = "Guo, Y.Y. and Wang, G.Z. and Kankanhalli, M.",
        TITLE = "PELA: Learning Parameter-Efficient Models with Low-Rank Approximation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "15699-15709",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242392"}

@inproceedings{bb247501,
        AUTHOR = "Farina, M. and Mancini, M. and Cunegatti, E. and Cunegatti, E. and Iacca, G. and Ricci, E.",
        TITLE = "MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "16185-16195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242393"}

@inproceedings{bb247502,
        AUTHOR = "Mu, F.Z. and Mo, S.C. and Li, Y.",
        TITLE = "SnAG: Scalable and Accurate Video Grounding",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "18930-18940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242394"}

@inproceedings{bb247503,
        AUTHOR = "Cao, Y.H. and Ji, K.X. and Huang, Z.Y. and Zheng, C.Y. and Liu, J.J. and Wang, J. and Chen, J.D. and Yang, M.",
        TITLE = "Towards Better Vision-Inspired Vision-Language Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "13537-13547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242395"}

@inproceedings{bb247504,
        AUTHOR = "Shi, K.Y. and Dong, Q. and Goncalves, L. and Tu, Z.W. and Soatto, S.",
        TITLE = "Non-autoregressive Sequence-to-Sequence Vision-Language Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "13603-13612",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242396"}

@inproceedings{bb247505,
        AUTHOR = "Man, Y.Z. and Gui, L.Y. and Wang, Y.X.",
        TITLE = "Situational Awareness Matters in 3D Vision Language Reasoning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "13678-13688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242397"}

@inproceedings{bb247506,
        AUTHOR = "Zheng, C.H. and Zhang, J. and Kembhavi, A. and Krishna, R.",
        TITLE = "Iterated Learning Improves Compositionality in Large Vision-Language
Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "13785-13795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242398"}

@inproceedings{bb247507,
        AUTHOR = "Song, C.H. and Hwang, T. and Yoon, J.Y. and Choi, S. and Gu, Y.H.",
        TITLE = "SyncMask: Synchronized Attentional Masking for Fashion-centric
Vision-Language Pretraining",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "13948-13957",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242399"}

@inproceedings{bb247508,
        AUTHOR = "Pramanick, S. and Han, G.X. and Hou, R. and Nag, S. and Lim, S.N. and Ballas, N. and Wang, Q.F. and Chellappa, R. and Almahairi, A.",
        TITLE = "Jack of All Tasks, Master of Many: Designing General-purpose
Coarse-to-Fine Vision-Language Model",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "14076-14088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242400"}

@inproceedings{bb247509,
        AUTHOR = "Zeng, Y. and Huang, Y. and Zhang, J.J. and Jie, Z.Q. and Chai, Z.H. and Wang, L.",
        TITLE = "Investigating Compositional Challenges in Vision-Language Models for
Visual Grounding",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "14141-14151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242401"}

@inproceedings{bb247510,
        AUTHOR = "Sameni, S. and Kafle, K. and Tan, H. and Jenni, S.",
        TITLE = "Building Vision-Language Models on Solid Foundations with Masked
Distillation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "14216-14226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242402"}

@inproceedings{bb247511,
        AUTHOR = "Peng, W. and Xie, S.C. and You, Z. and Lan, S.Y. and Wu, Z.X.",
        TITLE = "Synthesize, Diagnose, and Optimize: Towards Fine-Grained
Vision-Language Understanding",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "13279-13288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242403"}

@inproceedings{bb247512,
        AUTHOR = "Chen, J.N. and Yu, Q.H. and Shen, X.H. and Yuille, A.L. and Chen, L.C.",
        TITLE = "ViTamin: Designing Scalable Vision Models in the Vision-Language Era",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12954-12966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242404"}

@inproceedings{bb247513,
        AUTHOR = "Liu, S.H. and Yu, S. and Lin, Z.Q. and Pathak, D. and Ramanan, D.",
        TITLE = "Language Models as Black-Box Optimizers for Vision-Language Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12687-12697",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242405"}

@inproceedings{bb247514,
        AUTHOR = "Howard, P. and Madasu, A. and Le, T. and Moreno, G.L. and Bhiwandiwalla, A. and Lal, V.",
        TITLE = "SocialCounterfactuals: Probing and Mitigating Intersectional Social
Biases in Vision-Language Models with Counterfactual Examples",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "11975-11985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242406"}

@inproceedings{bb247515,
        AUTHOR = "Jiang, Y.K. and Huang, Z.Z. and Zhang, R.Z. and Zhang, X.F. and Zhang, S.T.",
        TITLE = "ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and
Self-Prompting",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "11386-11397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242407"}

@inproceedings{bb247516,
        AUTHOR = "Kim, Y. and Mo, S. and Kim, M. and Lee, K. and Lee, J. and Shin, J.",
        TITLE = "Discovering and Mitigating Visual Biases Through Keyword Explanation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "11082-11092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242408"}

@inproceedings{bb247517,
        AUTHOR = "Li, R. and Fischer, T. and Segu, M. and Pollefeys, M. and Van Gool, L.J. and Tombari, F.",
        TITLE = "Know Your Neighbors: Improving Single-View Reconstruction via Spatial
Vision-Language Reasoning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "9848-9858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242409"}

@inproceedings{bb247518,
        AUTHOR = "Zeng, Z. and Wang, D. and Yang, F.Y. and Park, H. and Soatto, S. and Lao, D. and Wong, A.",
        TITLE = "WorDepth: Variational Language Prior for Monocular Depth Estimation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "9708-9719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242410"}

@inproceedings{bb247519,
        AUTHOR = "Yang, C. and Xu, R. and Guo, Y. and Huang, P.X. and Chen, Y. and Ding, W. and Wang, Z.Y. and Zhou, H.",
        TITLE = "Improving Vision-and-Language Reasoning via Spatial Relations
Modeling",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "758-767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242411"}

@inproceedings{bb247520,
        AUTHOR = "Zhang, G.Y. and Zhang, Y.R. and Zhang, K. and Tresp, V.",
        TITLE = "Can Vision-Language Models be a Good Guesser? Exploring VLMs for
Times and Location Reasoning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "625-634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242412"}

@inproceedings{bb247521,
        AUTHOR = "Ganz, R. and Nuriel, O. and Aberdam, A. and Kittenplon, Y. and Mazor, S. and Litman, R.",
        TITLE = "Towards Models that Can See and Read",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "21661-21671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242413"}

@inproceedings{bb247522,
        AUTHOR = "Zhang, H. and Liu, D. and Lv, Z. and Su, B. and Tao, D.C.",
        TITLE = "Exploring Temporal Concurrency for Video-Language Representation
Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "15522-15532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242414"}

@inproceedings{bb247523,
        AUTHOR = "Shukor, M. and Dancette, C. and Cord, M.",
        TITLE = "eP-ALM: Efficient Perceptual Augmentation of Language Models",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "21999-22012",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242415"}

@inproceedings{bb247524,
        AUTHOR = "Schulter, S. and Kumar, B.G.V. and Suh, Y.M. and Dafnis, K.M. and Zhang, Z.X. and Zhao, S.Y. and Metaxas, D.N.",
        TITLE = "OmniLabel: A Challenging Benchmark for Language-Based Object
Detection",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "11919-11928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242416"}

@inproceedings{bb247525,
        AUTHOR = "Chen, Z.L. and Huang, X. and Guan, Q.L. and Lin, L. and Luo, W.Q.",
        TITLE = "A Retrospect to Multi-prompt Learning across Vision and Language",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "22133-22144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242417"}

@inproceedings{bb247526,
        AUTHOR = "Derakhshani, M.M. and Sanchez, E. and Bulat, A. and da Costa, V.G.T. and Snoek, C.G.M. and Tzimiropoulos, G. and Martinez, B.",
        TITLE = "Bayesian Prompt Learning for Image-Language Model Generalization",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "15191-15200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242418"}

@inproceedings{bb247527,
        AUTHOR = "Cascante Bonilla, P. and Shehada, K. and Smith, J.S. and Doveh, S. and Kim, D.H. and Panda, R. and Varol, G. and Oliva, A. and Ordonez, V. and Feris, R.S. and Karlinsky, L.",
        TITLE = "Going Beyond Nouns With Vision & Language Models Using Synthetic
Data",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "20098-20108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242419"}

@inproceedings{bb247528,
        AUTHOR = "Bitton Guetta, N. and Bitton, Y. and Hessel, J. and Schmidt, L. and Elovici, Y. and Stanovsky, G. and Schwartz, R.",
        TITLE = "Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of
Synthetic and Compositional Images",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2616-2627",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242420"}

@inproceedings{bb247529,
        AUTHOR = "Slyman, E. and Kahng, M. and Lee, S.",
        TITLE = "VLSlice: Interactive Vision-and-Language Slice Discovery",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "15245-15255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242421"}

@inproceedings{bb247530,
        AUTHOR = "Najibi, M. and Ji, J.W. and Zhou, Y. and Qi, C.R. and Yan, X.C. and Ettinger, S. and Anguelov, D.",
        TITLE = "Unsupervised 3D Perception with 2D Vision-Language Distillation for
Autonomous Driving",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "8568-8578",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242422"}

@inproceedings{bb247531,
        AUTHOR = "Xu, H. and Xie, S. and Huang, P.Y. and Yu, L.C. and Howes, R. and Ghosh, G. and Zettlemoyer, L. and Feichtenhofer, C.",
        TITLE = "CiT: Curation in Training for Effective Vision-Language Data",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "15134-15143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242423"}

@inproceedings{bb247532,
        AUTHOR = "Trager, M. and Perera, P. and Zancato, L. and Achille, A. and Bhatia, P. and Soatto, S.",
        TITLE = "Linear Spaces of Meanings: Compositional Structures in
Vision-Language Models",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "15349-15358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242424"}

@inproceedings{bb247533,
        AUTHOR = "Chen, Y.S. and Song, Y.Z. and Yeo, C.Y. and Liu, B. and Fu, J.L. and Shuai, H.H.",
        TITLE = "SINC: Self-Supervised In-Context Learning for Vision-Language Tasks",
        BOOKTITLE = ICCV23,
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        PAGES = "15384-15396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vlm3.html#TT242425"}

@inproceedings{bb247534,
        AUTHOR = "Zhai, J.T. and Zhang, Q. and Wu, T. and Chen, X.Y. and Liu, J.J. and Cheng, M.M.",
        TITLE = "SLAN: Self-Locator Aided Network for Vision-Language Understanding",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "21892-21901",
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@inproceedings{bb247535,
        AUTHOR = "Long, S. and Zhao, Z. and Yuan, J. and Tan, Z.C. and Liu, J.J. and Zhou, L.P. and Wang, S.S. and Wang, J.D.",
        TITLE = "Task-Oriented Multi-Modal Mutual Learning for Vision-Language Models",
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@inproceedings{bb247536,
        AUTHOR = "Zhu, H.G. and Wei, Y.C. and Liang, X.D. and Zhang, C.J. and Zhao, Y.",
        TITLE = "CTP: Towards Vision-Language Continual Pretraining via Compatible
Momentum Contrast and Topology Preservation",
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        PAGES = "22200-22210",
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@inproceedings{bb247537,
        AUTHOR = "Hall, M. and Gustafson, L. and Adcock, A. and Misra, I. and Ross, C.",
        TITLE = "Vision-Language Models Performing Zero-Shot Tasks Exhibit Disparities
Between Gender Groups",
        BOOKTITLE = CLVL23,
        YEAR = "2023",
        PAGES = "2770-2777",
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@inproceedings{bb247538,
        AUTHOR = "Agnolucci, L. and Baldrati, A. and Todino, F. and Becattini, F. and Bertini, M. and del Bimbo, A.",
        TITLE = "ECO: Ensembling Context Optimization for Vision-Language Models",
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@inproceedings{bb247539,
        AUTHOR = "Palit, V. and Pandey, R. and Arora, A. and Liang, P.P.",
        TITLE = "Towards Vision-Language Mechanistic Interpretability: A Causal
Tracing Tool for BLIP",
        BOOKTITLE = CLVL23,
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@inproceedings{bb247540,
        AUTHOR = "Sammani, F. and Deligiannis, N.",
        TITLE = "Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language
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        BOOKTITLE = VLAR23,
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@inproceedings{bb247541,
        AUTHOR = "Lee, D.J. and Song, S. and Suh, J. and Choi, J. and Lee, S. and Kim, H.W.J.",
        TITLE = "Read-only Prompt Optimization for Vision-Language Few-shot Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1401-1411",
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@inproceedings{bb247542,
        AUTHOR = "Li, X. and Fang, Y.H. and Liu, M.H. and Ling, Z. and Tu, Z.W. and Su, H.",
        TITLE = "Distilling Large Vision-Language Model with Out-of-Distribution
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        BOOKTITLE = ICCV23,
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@inproceedings{bb247543,
        AUTHOR = "Bi, J.Y. and Cheng, D. and Yao, P. and Pang, B. and Zhan, Y.F. and Yang, C.G. and Wang, Y.J. and Sun, H. and Deng, W.W. and Zhang, Q.",
        TITLE = "VL-Match: Enhancing Vision-Language Pretraining with Token-Level and
Instance-Level Matching",
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@inproceedings{bb247544,
        AUTHOR = "Udandarao, V. and Gupta, A. and Albanie, S.",
        TITLE = "SuS-X: Training-Free Name-Only Transfer of Vision-Language Models",
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@inproceedings{bb247545,
        AUTHOR = "Jiang, C.Y. and Xu, H.Y. and Ye, W. and Ye, Q.H. and Li, C.L. and Yan, M. and Bi, B. and Zhang, S.K. and Huang, F. and Huang, S.F.",
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Bottom-Up Patch Summarization",
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@inproceedings{bb247546,
        AUTHOR = "Shi, C. and Yang, S.",
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Vision-Language Models",
        BOOKTITLE = ICCV23,
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@inproceedings{bb247547,
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@inproceedings{bb247548,
        AUTHOR = "Wang, W.H. and Yang, Z. and Xu, B. and Li, J.Z. and Sun, Y.K.",
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@inproceedings{bb247549,
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        TITLE = "Making the Most of Text Semantics to Improve Biomedical Vision-Language
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        PAGES = "XXXVI:1-21",
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@inproceedings{bb247550,
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@inproceedings{bb247551,
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        TITLE = "Scaling Up Vision-Language Pretraining for Image Captioning",
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@inproceedings{bb247552,
        AUTHOR = "Zhang, P.C. and Li, X.J. and Hu, X.W. and Yang, J.W. and Zhang, L. and Wang, L.J. and Choi, Y.J. and Gao, J.F.",
        TITLE = "VinVL: Revisiting Visual Representations in Vision-Language Models",
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@inproceedings{bb247553,
        AUTHOR = "Li, Z.W. and Stengel Eskin, E. and Zhang, Y.X. and Xie, C. and Tran, Q. and van Durme, B. and Yuille, A.L.",
        TITLE = "Calibrating Concepts and Operations:
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        AUTHOR = "Lu, Z. and Bai, J. and Li, X. and Xiao, Z. and Wang, X.C.",
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        AUTHOR = "Yao, H.T. and Zhang, R. and Xu, C.S.",
        TITLE = "TCP: Textual-Based Class-Aware Prompt Tuning for Visual-Language
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Last update:Oct 8, 2026 at 11:03:09