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TITLE = "OakInk2: A Dataset of Bimanual Hands-Object Manipulation in Complex
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BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "445-456",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803llm4.html#TT243290"}
@inproceedings{bb248401,
AUTHOR = "Li, Y.C. and Zhao, N. and Xiao, J.B. and Feng, C. and Wang, X. and Chua, T.S.",
TITLE = "LASO: Language-Guided Affordance Segmentation on 3D Object",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "14251-14260",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803llm4.html#TT243291"}
@inproceedings{bb248402,
AUTHOR = "Rotstein, N. and Bensaid, D. and Brody, S. and Ganz, R. and Kimmel, R.",
TITLE = "FuseCap: Leveraging Large Language Models for Enriched Fused Image
Captions",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "5677-5688",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803llm4.html#TT243292"}
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AUTHOR = "Wang, Z. and Cai, S.F. and Liu, A. and Jin, Y.G. and Hou, J. and Zhang, B. and Lin, H. and He, Z.F. and Zheng, Z.L. and Yang, Y.D. and Ma, X.J. and Liang, Y.",
TITLE = "JARVIS-1: Open-World Multi-Task Agents With Memory-Augmented
Multimodal Language Models",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "1894-1907",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243293"}
@article{bb248404,
AUTHOR = "Li, Y.X. and Jiang, S.Y. and Hu, B.T. and Wang, L.Y. and Zhong, W.Q. and Luo, W.H. and Ma, L. and Zhang, M.",
TITLE = "Uni-MoE: Scaling Unified Multimodal LLMs With Mixture of Experts",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "3424-3439",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243294"}
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AUTHOR = "Huang, Z.Z. and Zhong, S.S. and Zhou, P. and Gao, S. and Zitnik, M. and Lin, L.",
TITLE = "A Causality-Aware Paradigm for Evaluating Creativity of Multimodal
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JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
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MONTH = "May",
PAGES = "3830-3846",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243295"}
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AUTHOR = "Villani, F. and Maljkovic, I. and Lazzaro, D. and Sotgiu, A. and Cina, A.E. and Roli, F.",
TITLE = "Robust image classification with multi-modal large language models",
JOURNAL = PRL,
VOLUME = "194",
YEAR = "2025",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243296"}
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AUTHOR = "Shao, Z.W. and Yu, Z. and Yu, J. and Ouyang, X.C. and Zheng, L. and Gai, Z.B. and Wang, M.Y. and Kuang, Z.Z. and Ding, J.J.",
TITLE = "Imp: Highly Capable Large Multimodal Models for Mobile Devices",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "2961-2974",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243297"}
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AUTHOR = "Ge, J. and Zhang, X. and Zheng, Y. and Guo, K. and Liang, J.",
TITLE = "RSTeller: Scaling up visual language modeling in remote sensing with
rich linguistic semantics from openly available data and large
language models",
JOURNAL = PandRS,
VOLUME = "226",
YEAR = "2025",
PAGES = "146-163",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243298"}
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AUTHOR = "Li, Z.S. and Muhtar, D. and Gu, F. and He, Y.L.X. and Zhang, X.L. and Xiao, P.F. and He, G.J. and Zhu, X.X.",
TITLE = "LHRS-Bot-Nova: Improved multimodal large language model for remote
sensing vision-language interpretation",
JOURNAL = PandRS,
VOLUME = "227",
YEAR = "2025",
PAGES = "539-550",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243299"}
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AUTHOR = "Muhtar, D. and Li, Z.S. and Gu, F. and Zhang, X.L. and Xiao, P.F.",
TITLE = "Lhrs-bot: Empowering Remote Sensing with Vgi-enhanced Large Multimodal
Language Model",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXIV: 440-457",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243300"}
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AUTHOR = "Li, X. and Zheng, Y. and Chen, H.T. and Chen, X.L. and Liang, Y.X. and Lai, C.H. and Li, B. and Xue, X.Y.",
TITLE = "Instruction-guided fusion of multi-layer visual features in Large
Vision-Language Models",
JOURNAL = PR,
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YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243301"}
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AUTHOR = "Zhang, W.Y. and Wu, L. and Zhang, Z.Q. and Yu, T. and Ma, C. and Jin, X. and Yang, X.K. and Zeng, W.J.",
TITLE = "Unleash the Power of Vision-Language Models by Visual Attention
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JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "2399-2411",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243302"}
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AUTHOR = "Weng, Y. and He, W.B. and Dong, J. and Chaomurilige and Liu, X. and Liu, Z.",
TITLE = "Cross-Lingual Adaptation for Vision-Language Model via Multimodal
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JOURNAL = MultMed,
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YEAR = "2025",
PAGES = "3184-3196",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243303"}
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AUTHOR = "Li, W.T. and Yuan, Y.Q. and Liu, J. and Tang, D.Q. and Wang, S. and Qin, J. and Zhu, J.K. and Zhang, L.",
TITLE = "TokenPacker: Efficient Visual Projector for Multimodal LLM",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "6794-6812",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243304"}
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AUTHOR = "Sun, H. and Song, Y. and Liu, J.Q. and Hu, J.H. and Chen, Y.W. and Lin, L.",
TITLE = "One framework to rule them all:
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JOURNAL = PR,
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YEAR = "2026",
PAGES = "112275",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243305"}
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AUTHOR = "Huang, J.X. and Zhang, J.Y. and Jiang, K. and Qiu, H. and Zhang, X.Q. and Shao, L. and Lu, S.J. and Tao, D.C.",
TITLE = "Visual Instruction Tuning towards General-Purpose Multimodal Large
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JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "8151-8189",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243306"}
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AUTHOR = "Chu, T.Y. and Chen, Y.M. and Zhu, R. and Zeng, F.",
TITLE = "Estimating urban flooding depth by integrating multimodal image-text
data: A segment-level direct preference optimization-based multimodal
large language model",
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YEAR = "2025",
PAGES = "895-917",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243307"}
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AUTHOR = "Zhou, Y. and Feng, L. and Lan, M.C. and Yang, X. and Li, Q.Y. and Ke, Y.P. and Jiang, X. and Zhang, W.",
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JOURNAL = PandRS,
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YEAR = "2025",
PAGES = "289-303",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243308"}
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AUTHOR = "Ying, Z.H. and Liu, A.S. and Liang, S.Y. and Huang, L. and Guo, J.Y. and Zhou, W.B. and Liu, X.L. and Tao, D.C.",
TITLE = "SafeBench: A Safety Evaluation Framework for Multimodal Large Language
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JOURNAL = IJCV,
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NUMBER = "1",
MONTH = "January",
PAGES = "18",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243309"}
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AUTHOR = "Chen, Y. and Ge, Y.Y. and Ge, Y.X. and Ding, M.Y. and Li, B.H. and Wang, R. and Xu, R.F. and Shan, Y. and Liu, X.H.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243310"}
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AUTHOR = "Li, B.H. and Ge, Y.Y. and Ge, Y.X. and Wang, G.Z. and Wang, R. and Zhang, R.M. and Shan, Y.",
TITLE = "SEED-Bench: Benchmarking Multimodal Large Language Models",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "13299-13308",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243311"}
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AUTHOR = "Yang, K.X. and Luo, Y.F. and Zhang, Z.Y. and Chen, C.L.P. and Zhang, T.",
TITLE = "Multimodal Affect Perception With Large Language Model Enhancement
Network",
JOURNAL = AffCom,
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243312"}
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AUTHOR = "Pi, R.J. and Han, T.Y. and Xiong, W. and Zhang, J.P. and Liu, R.T. and Pan, R. and Zhang, T.",
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BOOKTITLE = ECCV24,
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PAGES = "XXXIII: 382-398",
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AUTHOR = "Ma, Y.W. and Lin, W. and Wang, Z.B. and Ji, J.Y. and Sun, X.S. and Lin, C.W. and Ji, R.R.",
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PAGES = "4524-4538",
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AUTHOR = "Zhang, Y. and Wen, Q.S. and Fu, C. and Wang, K. and Wang, X. and Zhang, Z. and Wang, L. and Jin, R.",
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JOURNAL = CirSysVideo,
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243316"}
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AUTHOR = "Boroujeni, S.P.H. and Mehrabi, N. and Alzorgan, H. and Fazeli, M. and Razi, A.",
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PAGES = "105944",
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JOURNAL = PAMI,
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YEAR = "2026",
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AUTHOR = "Wang, X. and Zhou, Y.W. and Huang, B. and Chen, H. and Zhu, W.W.",
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AUTHOR = "Yu, Y.J. and Ro, Y.M.",
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Vision-Language Models",
JOURNAL = IP,
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YEAR = "2026",
PAGES = "3909-3924",
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AUTHOR = "Jin, L. and Lin, C. and Xiang, X.G. and Sun, Y.P. and Li, Z.C. and Tang, J.H.",
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JOURNAL = CirSysVideo,
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NUMBER = "6",
MONTH = "June",
PAGES = "8675-8686",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243322"}
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AUTHOR = "Quan, G.Y. and Zhang, Z.Y. and Zhang, Y.T. and Wang, W.G. and Jing, J.C. and Xue, M.",
TITLE = "CM-PIUG: Cross-modal prompt injection unified modeling and
game-theoretic defense strategies",
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AUTHOR = "Li, J.D. and Fu, Y. and Liu, J.H. and Cao, L.X. and Ji, W. and Yang, M.L. and King, I. and Yang, M.H.",
TITLE = "Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "9093-9113",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243324"}
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AUTHOR = "Wang, Q. and Liu, S.H. and Zhang, Z.R. and Du, J. and Zhang, J.S. and Liu, Q.",
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AUTHOR = "Chen, Y.Y. and Li, H.X. and Cheng, Q.Y. and Wu, X.",
TITLE = "Challenging and enhancing the reasoning capacity of multimodal LLMs
in context-violating images",
JOURNAL = PR,
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YEAR = "2026",
PAGES = "114023",
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AUTHOR = "Ma, J.X. and Jin, S. and Dang, L.",
TITLE = "Visual token compression via run-length pruning in multimodal large
language models",
JOURNAL = PRL,
VOLUME = "207",
YEAR = "2026",
PAGES = "214-219",
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AUTHOR = "Shao, Y.Y. and He, S.T. and Zhou, G.Z. and Ye, Q. and Shi, X.F. and Chen, J.M. and Wu, Q.",
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PAGES = "104828",
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AUTHOR = "Liang, J. and Huang, W.K. and Guo, X. and Wan, G.C. and Du, B. and Ye, M.",
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PAGES = "12920-12937",
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AUTHOR = "Wang, X.C. and Wang, P.K. and Zhao, Z. and Yu, L.H. and Wang, Y.",
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AUTHOR = "Li, T. and Rao, Y.M. and Hu, W. and Cheng, Y.",
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AUTHOR = "Ahn, D.C. and Choi, Y. and Choi, H. and Cho, S.W. and Kim, S. and Choi, J.H.",
TITLE = "What Happens When: Learning Temporal Orders of Events in Videos",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "2786-2796",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243340"}
@inproceedings{bb248451,
AUTHOR = "Guo, Z. and Lin, H.B. and Yuan, Z.H. and Zheng, C. and Qiu, P. and Jiang, D.Z. and Zhang, R.R. and Feng, C.M. and Li, Z.",
TITLE = "PiSA: A Self-Augmented Data Engine and Training Strategy for 3D
Understanding with Large Models",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "1273-1283",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243341"}
@inproceedings{bb248452,
AUTHOR = "Saporita, A. and Pipoli, V. and Bolelli, F. and Baraldi, L. and Acquaviva, A. and Ficarra, E.",
TITLE = "FG-Tracer: Tracing Information Flow in Multimodal Large Language
Models in Free-Form Generation",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "7903-7912",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243342"}
@inproceedings{bb248453,
AUTHOR = "Zhu, W.H. and Chen, X. and Wang, Z.P. and Tang, S. and Ghosh, S. and Dong, X.Z. and Koner, R. and Wang, Y.L.",
TITLE = "EVTP-IVS: Effective Visual Token Pruning For Unifying Instruction
Visual Segmentation In Multi-Modal Large Language Models",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "7158-7167",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243343"}
@inproceedings{bb248454,
AUTHOR = "Wu, P.R. and Liu, Y.Z. and Liu, M. and Shen, J.X.",
TITLE = "ST-Think: How Multimodal Large Language Models Reason About 4D Worlds
from Ego-Centric Videos",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "5174-5183",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243344"}
@inproceedings{bb248455,
AUTHOR = "Jennings, R.H. and Paikin, G. and Shaul, R. and Soloveichik, E.",
TITLE = "Language Integration in Fine-Tuning Multimodal Large Language Models
for Image-Based Regression",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "3462-3471",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243345"}
@inproceedings{bb248456,
AUTHOR = "Zhao, H.J. and Li, W.H. and Qin, Z.Y. and Ji, G.P. and Liu, Y. and Gedeon, T. and Barnes, N.M.",
TITLE = "DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large
Language Models",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "927-937",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243346"}
@inproceedings{bb248457,
AUTHOR = "Zheng, K. and He, X. and Wang, X.E.",
TITLE = "Interleaved Vision-and-Language Generation via Generative Voken",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "472-482",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243347"}
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AUTHOR = "Chen, Y.X. and Wang, J. and Zhang, Z.K. and Yi, J. and Zhang, X. and Zou, Y. and Cai, Z.W. and Yuan, J.B. and Li, X. and Yang, H. and Modolo, D.",
TITLE = "Learning Compact Video Representations for Efficient Long-form Video
Understanding in Large Multimodal Models",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "4242-4252",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243348"}
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AUTHOR = "Villegas, D.S. and Ziegler, I. and Elliott, D.",
TITLE = "ImageChain: Advancing Sequential Image-to-Text Reasoning in
Multimodal Large Language Models",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "5131-5141",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243349"}
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AUTHOR = "Anvekar, T. and Bardoliya, F. and Turaga, P.K. and Baral, C. and Gupta, V.",
TITLE = "The Perceptual Observatory Characterizing Robustness and Grounding in
MLLMs",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "1653-1663",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243350"}
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AUTHOR = "Zhang, M. and Dai, Q. and Yang, Y.F. and Bao, J.M. and Chen, D.D. and Qiu, K. and Luo, C. and Geng, X. and Guo, B.",
TITLE = "MageBench: Bridging Large Multimodal Models to Agents",
BOOKTITLE = WACV26,
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PAGES = "1415-1427",
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AUTHOR = "Han, S. and Lee, H. and Park, S. and Lee, J.R. and Lim, S.",
TITLE = "MR-Pruner: Training-free Multi-resolution Visual Token Pruning for
Multi-modal Large Language Models",
BOOKTITLE = WACV26,
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PAGES = "1084-1093",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243352"}
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TITLE = "M4U: Evaluating Multilingual Understanding and Reasoning for Large
Multimodal Models",
BOOKTITLE = WACV26,
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PAGES = "382-392",
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AUTHOR = "Abbasnejad, I. and Liu, X.F. and Roy, A.",
TITLE = "Deciding the Path:
Leveraging Multi-Agent Systems for Solving Complex Tasks",
BOOKTITLE = MultiEmbodied25,
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PAGES = "4216-4225",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT243354"}
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TITLE = "Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning",
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Fast and Low-Memory Multimodal Vision Language Model",
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Models in Video Analysis through User Simulation",
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AUTHOR = "Li, M. and Zhong, J. and Chen, T. and Lai, Y.X. and Psounis, K.",
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Engineering Benchmark",
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AUTHOR = "Farina, M. and Mancini, M. and Iacca, G. and Ricci, E.",
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Stages",
BOOKTITLE = CVPR25,
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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,
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Graphs",
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Visual Compression",
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TITLE = "Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large
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TITLE = "The Photographer's Eye: Teaching Multimodal Large Language Models to
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