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        AUTHOR = "Zhang, H. and Liu, D. and Lv, Z. and Su, B. and Tao, D.C.",
        TITLE = "Exploring Temporal Concurrency for Video-Language Representation
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        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "15522-15532",
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@inproceedings{bb241401,
        AUTHOR = "Shukor, M. and Dancette, C. and Cord, M.",
        TITLE = "eP-ALM: Efficient Perceptual Augmentation of Language Models",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
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@inproceedings{bb241402,
        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
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        BOOKTITLE = ICCV23,
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        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",
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@inproceedings{bb241404,
        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,
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@inproceedings{bb241405,
        AUTHOR = "Lin, W. and Mirza, M.J. and Doveh, S. and Feris, R. and Giryes, R. and Hochreiter, S. and Karlinsky, L.",
        TITLE = "Comparison Visual Instruction Tuning",
        BOOKTITLE = Reasoning25,
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@inproceedings{bb241406,
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        TITLE = "Going Beyond Nouns With Vision & Language Models Using Synthetic
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        BOOKTITLE = ICCV23,
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        AUTHOR = "Upadhyay, U. and Karthik, S. and Mancini, M. and Akata, Z.",
        TITLE = "ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models",
        BOOKTITLE = ICCV23,
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@inproceedings{bb241408,
        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",
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@inproceedings{bb241409,
        AUTHOR = "Hu, Z.Y. and Li, Y.Y. and Lyu, M.R. and Wang, L.W.",
        TITLE = "VL-PET: Vision-and-Language Parameter-Efficient Tuning via
Granularity Control",
        BOOKTITLE = ICCV23,
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@inproceedings{bb241410,
        AUTHOR = "Slyman, E. and Kahng, M. and Lee, S.",
        TITLE = "VLSlice: Interactive Vision-and-Language Slice Discovery",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
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@inproceedings{bb241411,
        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,
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        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",
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@inproceedings{bb241413,
        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",
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        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",
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        AUTHOR = "Wu, C.E. and Tian, Y. and Yu, H.C. and Wang, H. and Morgado, P. and Hu, Y.H. and Yang, L.J.",
        TITLE = "Why Is Prompt Tuning for Vision-Language Models Robust to Noisy
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        TITLE = "Black Box Few-Shot Adaptation for Vision-Language models",
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        TITLE = "Knowledge-Aware Prompt Tuning for Generalizable Vision-Language
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        BOOKTITLE = ICCV23,
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        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",
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        TITLE = "Task-Oriented Multi-Modal Mutual Learning for Vision-Language Models",
        BOOKTITLE = ICCV23,
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Real-World Data",
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Momentum Contrast and Topology Preservation",
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        TITLE = "Vision-Language Models Performing Zero-Shot Tasks Exhibit Disparities
Between Gender Groups",
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@inproceedings{bb241426,
        AUTHOR = "Sammani, F. and Deligiannis, N.",
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        TITLE = "Read-only Prompt Optimization for Vision-Language Few-shot Learning",
        BOOKTITLE = ICCV23,
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        TITLE = "VL-Match: Enhancing Vision-Language Pretraining with Token-Level and
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        TITLE = "SuS-X: Training-Free Name-Only Transfer of Vision-Language Models",
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@inproceedings{bb241432,
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        TITLE = "VL-Trojan: Multimodal Instruction Backdoor Attacks against
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        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
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@article{bb241445,
        AUTHOR = "Fu, T.C. and Zhang, J.H. and Li, F.X. and Wei, P. and Zeng, X.L. and Zhou, W.",
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        TITLE = "Semantic-Aligned Adversarial Evolution Triangle for
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        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
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        TITLE = "Individual and Common Attack: Enhancing Transferability in VLP Models
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        YEAR = "2026",
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@article{bb241448,
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        JOURNAL = IEEE_Int_Sys,
        VOLUME = "41",
        YEAR = "2026",
        NUMBER = "1",
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        TITLE = "Evaluating the Adversarial Robustness of Vision-Language Models via
Internal Feature Perturbations",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3938-3950",
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@article{bb241450,
        AUTHOR = "Lu, Z. and Xu, N. and Tian, H. and Wang, L.J. and Liu, A.A.",
        TITLE = "Medical VLP Model Is Vulnerable: Toward Multimodal Adversarial Attack
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        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2478-2491",
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@article{bb241451,
        AUTHOR = "Wang, B. and Qian, S.S. and Xu, C.S.",
        TITLE = "Invisible Backdoor Attack With Siamese Tuning on Pre-Trained
Vision-Language Models",
        JOURNAL = MultMed,
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        YEAR = "2026",
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        TITLE = "SceneTAP: Scene-Coherent Typographic Adversarial Planner against
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