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TITLE = "Cross-Lingual Adaptation for Vision-Language Model via Multimodal
Semantic Distillation",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "3184-3196",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT230969"}
@article{bb236001,
AUTHOR = "Liang, J.W. and Liang, S.Y. and Liu, A.S. and Cao, X.C.",
TITLE = "VL-Trojan: Multimodal Instruction Backdoor Attacks against
Autoregressive Visual Language Models",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "3994-4013",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT230970"}
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AUTHOR = "Zhang, D. and Lei, J. and Li, J.X. and Wang, X.Z. and Liu, Y.J. and Yang, Z.L. and Li, J.T. and Wang, W. and Yang, S. and Wu, J.B. and Ye, P. and Ouyang, W.L. and Zhou, D.Z.",
TITLE = "Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "9050-9061",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT230971"}
@inproceedings{bb236003,
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TITLE = "VL-RewardBench: A Challenging Benchmark for Vision-Language
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BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "24657-24668",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT230972"}
@inproceedings{bb236004,
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TITLE = "TopV: Compatible Token Pruning with Inference Time Optimization for
Fast and Low-Memory Multimodal Vision Language Model",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "19803-19813",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT230973"}
@inproceedings{bb236005,
AUTHOR = "Hong, W. and Cheng, Y. and Yang, Z. and Luo, Z.Y. and Wu, H.N. and Li, D.X. and Ma, J. and Kankanhalli, M. and Li, J.",
TITLE = "VideoAutoArena: An Automated Arena for Evaluating Large Multimodal
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BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "8461-8474",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT230974"}
@inproceedings{bb236006,
AUTHOR = "Tian, J. and Zhang, J.R. and Liu, S. and Xu, L. and Huang, Z.X. and Huang, G.",
TITLE = "DTOS: Dynamic Time Object Sensing with Large Multimodal Model",
BOOKTITLE = CVPR25,
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PAGES = "13810-13820",
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@inproceedings{bb236007,
AUTHOR = "Li, M. and Zhong, J. and Chen, T. and Lai, Y.X. and Psounis, K.",
TITLE = "EEE-Bench: A Comprehensive Multimodal Electrical And Electronics
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BOOKTITLE = CVPR25,
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@inproceedings{bb236008,
AUTHOR = "Liu, Z.H. and Xie, C.W. and Li, P. and Zhao, L.M. and Tang, L.X. and Zheng, Y. and Liu, C.B. and Xie, H.T.",
TITLE = "Hybrid-Level Instruction Injection for Video Token Compression in
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BOOKTITLE = CVPR25,
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PAGES = "8568-8578",
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@inproceedings{bb236009,
AUTHOR = "Ma, Y.Y. and Liu, X.C. and Chen, X.K. and Liu, W. and Wu, C.Y. and Wu, Z.Y. and Pan, Z.Z. and Xie, Z. and Zhang, H. and Yu, X.K. and Zhao, L. and Wang, Y.S. and Liu, J.Y. and Ruan, C.",
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BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "7739-7751",
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@inproceedings{bb236010,
AUTHOR = "Farina, M. and Mancini, M. and Iacca, G. and Ricci, E.",
TITLE = "Rethinking Few-Shot Adaptation of Vision-Language Models in Two
Stages",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "29989-29998",
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@inproceedings{bb236011,
AUTHOR = "Zhang, Z. and Yadav, S. and Han, F.Z. and Shutova, E.",
TITLE = "Cross-modal Information Flow in Multimodal Large Language Models",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "19781-19791",
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@inproceedings{bb236012,
AUTHOR = "Fang, Y. and Jin, B. and Shen, J.C. and Ding, S. and Tan, Q. and Han, J.W.",
TITLE = "GraphGPT-o: Synergistic Multimodal Comprehension and Generation on
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PAGES = "19467-19476",
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@inproceedings{bb236013,
AUTHOR = "Hao, H.R. and Han, J.M. and Li, C.S. and Li, Y.F. and Yue, X.Y.",
TITLE = "RAP: Retrieval-Augmented Personalization for Multimodal Large
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PAGES = "14538-14548",
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@inproceedings{bb236014,
AUTHOR = "Tong, B. and Lai, B. and Zhou, Y. and Luo, G. and Shen, Y.H. and Li, K. and Sun, X.S. and Ji, R.R.",
TITLE = "FlashSloth: Lightning Multimodal Large Language Models via Embedded
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@inproceedings{bb236015,
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AUTHOR = "Gholami, M. and Akbari, M. and Cannons, K. and Zhang, Y.",
TITLE = "CASP: Compression of Large Multimodal Models Based on Attention
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BOOKTITLE = CVPR25,
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PAGES = "9372-9381",
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@inproceedings{bb236017,
AUTHOR = "Jia, H.R. and Jiang, C. and Xu, H.Y. and Ye, W. and Dong, M.F. and Yan, M. and Zhang, J. and Huang, F. and Zhang, S.K.",
TITLE = "SymDPO: Boosting In-Context Learning of Large Multimodal Models with
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PAGES = "9361-9371",
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AUTHOR = "Alvar, S.R. and Singh, G. and Akbari, M. and Zhang, Y.",
TITLE = "DivPrune: Diversity-based Visual Token Pruning for Large Multimodal
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BOOKTITLE = CVPR25,
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PAGES = "9392-9401",
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