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        AUTHOR = "Jin, L. and Luo, G. and Zhou, Y. and Sun, X.S. and Jiang, G. and Shu, A. and Ji, R.R.",
        TITLE = "RefCLIP: A Universal Teacher for Weakly Supervised Referring
Expression Comprehension",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "01-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803clip3.html#TT216800"}

@inproceedings{bb221801,
        AUTHOR = "Saito, K. and Sohn, K. and Zhang, X. and Li, C.L. and Lee, C.Y. and Saenko, K. and Pfister, T.",
        TITLE = "Prefix Conditioning Unifies Language and Label Supervision",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "2861-2870",
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@inproceedings{bb221802,
        AUTHOR = "Park, J. and Han, B.H.",
        TITLE = "Multi-Modal Representation Learning with Text-Driven Soft Masks",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "2798-2807",
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@inproceedings{bb221803,
        AUTHOR = "Jin, Z. and Hayat, M. and Yang, Y.W. and Guo, Y.L. and Lei, Y.J.",
        TITLE = "Context-aware Alignment and Mutual Masking for 3D-Language
Pre-training",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "10984-10994",
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@inproceedings{bb221804,
        AUTHOR = "Guo, Z.X. and Dong, B. and Ji, Z.L. and Bai, J.F. and Guo, Y.W. and Zuo, W.M.",
        TITLE = "Texts as Images in Prompt Tuning for Multi-Label Image Recognition",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "2808-2817",
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@inproceedings{bb221805,
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        TITLE = "Reproducible Scaling Laws for Contrastive Language-Image Learning",
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@inproceedings{bb221806,
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        TITLE = "Less is More:
CLIPBERT for Video-and-Language Learning via Sparse Sampling",
        BOOKTITLE = CVPR21,
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@inproceedings{bb221807,
        AUTHOR = "Zhou, J.H. and Dong, L. and Gan, Z. and Wang, L.J. and Wei, F.",
        TITLE = "Non-Contrastive Learning Meets Language-Image Pre-Training",
        BOOKTITLE = CVPR23,
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        PAGES = "11028-11038",
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@inproceedings{bb221808,
        AUTHOR = "Hu, Z. and Iscen, A. and Sun, C. and Wang, Z. and Chang, K.W. and Sun, Y.Z. and Schmid, C. and Ross, D.A. and Fathi, A.",
        TITLE = "Reveal: Retrieval-Augmented Visual-Language Pre-Training with
Multi-Source Multimodal Knowledge Memory",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
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@inproceedings{bb221809,
        AUTHOR = "Li, Y.H. and Fan, H.Q. and Hu, R. and Feichtenhofer, C. and He, K.",
        TITLE = "Scaling Language-Image Pre-Training via Masking",
        BOOKTITLE = CVPR23,
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@inproceedings{bb221810,
        AUTHOR = "Jin, P. and Huang, J. and Xiong, P.F. and Tian, S.X. and Liu, C. and Ji, X.Y. and Yuan, L. and Chen, J.",
        TITLE = "Video-Text as Game Players: Hierarchical Banzhaf Interaction for
Cross-Modal Representation Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "2472-2482",
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@inproceedings{bb221811,
        AUTHOR = "Ye, S.Q. and Xie, Y. and Chen, D.D. and Xu, Y. and Yuan, L. and Zhu, C.G. and Liao, J.",
        TITLE = "Improving Commonsense in Vision-Language Models via Knowledge Graph
Riddles",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "2634-2645",
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@inproceedings{bb221812,
        AUTHOR = "Li, H. and Zhu, J. and Jiang, X. and Zhu, X. and Li, H.S. and Yuan, C. and Wang, X.H. and Qiao, Y. and Wang, X.G. and Wang, W.H. and Dai, J.F.",
        TITLE = "Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and
Vision-Language Tasks",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "2691-2700",
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@inproceedings{bb221813,
        AUTHOR = "Wu, W.H. and Wang, X.H. and Luo, H.P. and Wang, J.D. and Yang, Y. and Ouyang, W.L.",
        TITLE = "Bidirectional Cross-Modal Knowledge Exploration for Video Recognition
with Pre-trained Vision-Language Models",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "6620-6630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803clip3.html#TT216813"}

@inproceedings{bb221814,
        AUTHOR = "Seth, A. and Hemani, M. and Agarwal, C.",
        TITLE = "DeAR: Debiasing Vision-Language Models with Additive Residuals",
        BOOKTITLE = CVPR23,
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@inproceedings{bb221815,
        AUTHOR = "Radenovic, F. and Dubey, A. and Kadian, A. and Mihaylov, T. and Vandenhende, S. and Patel, Y. and Wen, Y. and Ramanathan, V. and Mahajan, D.",
        TITLE = "Filtering, Distillation, and Hard Negatives for Vision-Language
Pre-Training",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "6967-6977",
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@inproceedings{bb221816,
        AUTHOR = "Yu, T. and Lu, Z. and Jin, X. and Chen, Z.B. and Wang, X.C.",
        TITLE = "Task Residual for Tuning Vision-Language Models",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
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@inproceedings{bb221817,
        AUTHOR = "Ma, Z.X. and Hong, J. and Gul, M.O. and Gandhi, M. and Gao, I. and Krishna, R.",
        TITLE = "@ CREPE: Can Vision-Language Foundation Models Reason
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        BOOKTITLE = CVPR23,
        YEAR = "2023",
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@inproceedings{bb221818,
        AUTHOR = "Yin, D. and Gao, F. and Thattai, G. and Johnston, M. and Chang, K.W.",
        TITLE = "GIVL: Improving Geographical Inclusivity of Vision-Language Models
with Pre-Training Methods",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "10951-10961",
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@inproceedings{bb221819,
        AUTHOR = "Gao, C. and Peng, X.Y. and Yan, M. and Wang, H. and Yang, L.R. and Ren, H.B. and Li, H.S. and Liu, S.",
        TITLE = "Adaptive Zone-aware Hierarchical Planner for Vision-Language
Navigation",
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        YEAR = "2023",
        PAGES = "14911-14920",
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@inproceedings{bb221820,
        AUTHOR = "Yeh, C.H. and Russell, B. and Sivic, J. and Heilbron, F.C. and Jenni, S.",
        TITLE = "Meta-Personalizing Vision-Language Models to Find Named Instances in
Video",
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        YEAR = "2023",
        PAGES = "19123-19132",
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@inproceedings{bb221821,
        AUTHOR = "Gou, Y.H. and Ko, T. and Yang, H. and Kwok, J. and Zhang, Y. and Wang, M.X.",
        TITLE = "Leveraging per Image-Token Consistency for Vision-Language
Pre-Training",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
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@inproceedings{bb221822,
        AUTHOR = "Wang, S.J. and Chang, J.L. and Li, H.J. and Wang, Z.H. and Ouyang, W.L. and Tian, Q.",
        TITLE = "Open-Set Fine-Grained Retrieval via Prompting Vision-Language
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        BOOKTITLE = CVPR23,
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        PAGES = "19381-19391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803clip3.html#TT216822"}

@inproceedings{bb221823,
        AUTHOR = "Cheng, F. and Wang, X. and Lei, J. and Crandall, D. and Bansal, M. and Bertasius, G.",
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@inproceedings{bb221824,
        AUTHOR = "Zhou, H. and Martin Martin, R. and Kapadia, M. and Savarese, S. and Niebles, J.C.",
        TITLE = "Procedure-Aware Pretraining for Instructional Video Understanding",
        BOOKTITLE = CVPR23,
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        PAGES = "10727-10738",
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@inproceedings{bb221825,
        AUTHOR = "Yang, A. and Nagrani, A. and Seo, P.H. and Miech, A. and Pont Tuset, J. and Laptev, I. and Sivic, J. and Schmid, C.",
        TITLE = "Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense
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        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "10714-10726",
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@inproceedings{bb221826,
        AUTHOR = "Ji, Y. and Tu, R.C. and Jiang, J. and Kong, W.J. and Cai, C. and Zhao, W.Z. and Wang, H.F. and Yang, Y. and Liu, W.",
        TITLE = "Seeing What You Miss: Vision-Language Pre-training with Semantic
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        PAGES = "6789-6798",
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@inproceedings{bb221827,
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        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "6778-6788",
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@inproceedings{bb221828,
        AUTHOR = "Liu, M.Y. and Jiang, J. and Zhu, C. and Yin, X.C.",
        TITLE = "VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic
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@inproceedings{bb221829,
        AUTHOR = "Wei, Y.X. and Cao, Y. and Zhang, Z. and Peng, H. and Yao, Z.L. and Xie, Z. and Hu, H. and Guo, B.",
        TITLE = "iCLIP: Bridging Image Classification and Contrastive Language-Image
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        BOOKTITLE = CVPR23,
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        PAGES = "2776-2786",
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@inproceedings{bb221830,
        AUTHOR = "Hyung, J. and Hwang, S. and Kim, D. and Lee, H. and Choo, J.",
        TITLE = "Local 3D Editing via 3D Distillation of CLIP Knowledge",
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        YEAR = "2023",
        PAGES = "12674-12684",
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@inproceedings{bb221831,
        AUTHOR = "Mu, N. and Kirillov, A. and Wagner, D. and Xie, S.",
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        YEAR = "2022",
        PAGES = "XXVI:529-544",
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@inproceedings{bb221832,
        AUTHOR = "Crowson, K. and Biderman, S. and Kornis, D. and Stander, D. and Hallahan, E. and Castricato, L. and Raff, E.",
        TITLE = "VQGAN-CLIP: Open Domain Image Generation and Editing with Natural
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        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXVII:88-105",
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@inproceedings{bb221833,
        AUTHOR = "Wu, X.S. and Zhu, F. and Zhao, R. and Li, H.S.",
        TITLE = "CORA: Adapting CLIP for Open-Vocabulary Detection with Region
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        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7031-7040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803clip3.html#TT216833"}

@inproceedings{bb221834,
        AUTHOR = "Dong, X.Y. and Bao, J.M. and Zheng, Y. and Zhang, T. and Chen, D.D. and Yang, H. and Zeng, M. and Zhang, W.M. and Yuan, L. and Chen, D. and Wen, F. and Yu, N.H.",
        TITLE = "MaskCLIP: Masked Self-Distillation Advances Contrastive
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        PAGES = "10995-11005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803clip3.html#TT216834"}

@inproceedings{bb221835,
        AUTHOR = "Xie, C.W. and Sun, S.Y. and Xiong, X. and Zheng, Y. and Zhao, D.L. and Zhou, J.R.",
        TITLE = "RA-CLIP: Retrieval Augmented Contrastive Language-Image Pre-Training",
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@inproceedings{bb221836,
        AUTHOR = "Chen, P.J. and Li, Q. and Biaz, S. and Bui, T. and Nguyen, A.",
        TITLE = "gScoreCAM: What Objects Is CLIP Looking At?",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "IV:588-604",
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@inproceedings{bb221837,
        AUTHOR = "Wang, R. and Duan, X.Y. and Kang, G.L. and Liu, J.Z. and Lin, S.H. and Xu, S. and Lv, J. and Zhang, B.C.",
        TITLE = "AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning",
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@inproceedings{bb221838,
        AUTHOR = "Rasheed, H. and Khattak, M.U. and Maaz, M. and Khan, S. and Khan, F.S.",
        TITLE = "Fine-tuned CLIP Models are Efficient Video Learners",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
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@inproceedings{bb221839,
        AUTHOR = "Liu, R. and Huang, J.J. and Li, G. and Feng, J.S. and Wu, X.L. and Li, T.H.",
        TITLE = "Revisiting Temporal Modeling for CLIP-Based Image-to-Video Knowledge
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        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "6555-6564",
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@inproceedings{bb221840,
        AUTHOR = "Tschannen, M. and Mustafa, B. and Houlsby, N.",
        TITLE = "CLIPPO: Image-and-Language Understanding from Pixels Only",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "11006-11017",
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@inproceedings{bb221841,
        AUTHOR = "Zhou, Z.Q. and Lei, Y.J. and Zhang, B. and Liu, L.Q. and Liu, Y.F.",
        TITLE = "ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation",
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@inproceedings{bb221842,
        AUTHOR = "He, W.B. and Jamonnak, S. and Gou, L. and Ren, L.",
        TITLE = "CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation",
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        PAGES = "11207-11216",
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@inproceedings{bb221843,
        AUTHOR = "Huang, Z.X. and Jampani, V. and Thai, A. and Li, Y.Z. and Stojanov, S. and Rehg, J.M.",
        TITLE = "ShapeClipper: Scalable 3D Shape Learning from Single-View Images via
Geometric and CLIP-Based Consistency",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "12912-12922",
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@inproceedings{bb221844,
        AUTHOR = "Tao, M. and Bao, B.K. and Tang, H. and Xu, C.S.",
        TITLE = "GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis",
        BOOKTITLE = CVPR23,
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@inproceedings{bb221845,
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        TITLE = "CLIP2: Contrastive Language-Image-Point Pretraining from Real-World
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@inproceedings{bb221846,
        AUTHOR = "Lin, Y.Q. and Chen, M.H. and Wang, W.X. and Wu, B. and Li, K. and Lin, B.B. and Liu, H.F. and He, X.F.",
        TITLE = "CLIP is Also an Efficient Segmenter: A Text-Driven Approach for
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        BOOKTITLE = CVPR23,
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@inproceedings{bb221847,
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        TITLE = "CLIP-Sculptor: Zero-Shot Generation of High-Fidelity and Diverse
Shapes from Natural Language",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
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@inproceedings{bb221848,
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        TITLE = "CLIPPING: Distilling CLIP-Based Models with a Student Base for
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        YEAR = "2023",
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@inproceedings{bb221849,
        AUTHOR = "Jeong, J. and Zou, Y. and Kim, T. and Zhang, D.Q. and Ravichandran, A. and Dabeer, O.",
        TITLE = "WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation",
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@inproceedings{bb221850,
        AUTHOR = "Shamshad, F. and Naseer, M. and Nandakumar, K.",
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        BOOKTITLE = CVPR23,
        YEAR = "2023",
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@inproceedings{bb221851,
        AUTHOR = "Chen, Y.H. and Qi, X. and Wang, J.A. and Zhang, L.",
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@inproceedings{bb221852,
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        TITLE = "Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting",
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@inproceedings{bb221853,
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