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        TITLE = "AdaMMS: Model Merging for Heterogeneous Multimodal Large Language
Models with Unsupervised Coefficient Optimization",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "9413-9422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT239309"}

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        AUTHOR = "Ye, Q.H. and Xu, H.Y. and Ye, J. and Yan, M. and Hu, A. and Liu, H. and Qian, Q. and Zhang, J. and Huang, F.",
        TITLE = "mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with
Modality Collaboration",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "13040-13051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT239310"}

@inproceedings{bb244402,
        AUTHOR = "Qi, P. and Yan, Z. and Hsu, W. and Lee, M.L.",
        TITLE = "Sniffer: Multimodal Large Language Model for Explainable
Out-of-Context Misinformation Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "13052-13062",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT239311"}

@inproceedings{bb244403,
        AUTHOR = "Mitra, C. and Huang, B. and Darrell, T.J. and Herzig, R.",
        TITLE = "Compositional Chain-of-Thought Prompting for Large Multimodal Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "14420-14431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT239312"}

@inproceedings{bb244404,
        AUTHOR = "Li, X.Q. and Xu, J.Y. and Zhang, M.X. and Liu, J.M. and Shen, Y. and Ponomarenko, I. and Xu, J.H. and Heng, L. and Huang, S.Y. and Zhang, S.H. and Dong, H.",
        TITLE = "Object-Centric Prompt-Driven Vision-Language-Action Model for Robotic
Manipulation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "27638-27648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT239313"}

@inproceedings{bb244405,
        AUTHOR = "Li, X.Q. and Zhang, M.X. and Geng, Y.R. and Geng, H.R. and Long, Y.X. and Shen, Y. and Zhang, R.R. and Liu, J.M. and Dong, H.",
        TITLE = "ManipLLM: Embodied Multimodal Large Language Model for Object-Centric
Robotic Manipulation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "18061-18070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT239314"}

@inproceedings{bb244406,
        AUTHOR = "Taesiri, M.R. and Feng, T.J. and Bezemer, C.P. and Nguyen, A.",
        TITLE = "GlitchBench: Can Large Multimodal Models Detect Video Game Glitches?",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "22444-22455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT239315"}

@inproceedings{bb244407,
        AUTHOR = "Zhang, R. and Zhang, Y.Z. and Chen, J. and Zhou, Y.F. and Gu, J.X. and Chen, C. and Sun, T.",
        TITLE = "TRINS: Towards Multimodal Language Models that Can Read",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "22584-22594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT239316"}

@inproceedings{bb244408,
        AUTHOR = "Zhang, Y. and Dong, Y.P. and Zhang, S.Y. and Min, T.Z. and Su, H. and Zhu, J.",
        TITLE = "Exploring the Transferability of Visual Prompting for Multimodal
Large Language Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "26552-26562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803mmllm5.html#TT239317"}

@inproceedings{bb244409,
        AUTHOR = "Liang, T. and Huang, J. and Kong, M. and Chen, L. and Zhu, Q.",
        TITLE = "Querying as Prompt: Parameter-Efficient Learning for Multimodal
Language Model",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "26845-26855",
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@inproceedings{bb244410,
        AUTHOR = "Pi, R.J. and Yao, L.W. and Gao, J.H. and Zhang, J.P. and Zhang, T.",
        TITLE = "PerceptionGPT: Effectively Fusing Visual Perception Into LLM",
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        PAGES = "27114-27123",
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@inproceedings{bb244411,
        AUTHOR = "Tai, Y. and Fan, W.C. and Zhang, Z. and Liu, Z.W.",
        TITLE = "Link-Context Learning for Multimodal LLMs",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "27166-27175",
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@inproceedings{bb244412,
        AUTHOR = "Jain, J. and Yang, J.W. and Shi, H.",
        TITLE = "VCoder: Versatile Vision Encoders for Multimodal Large Language
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        BOOKTITLE = CVPR24,
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        PAGES = "27992-28002",
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@inproceedings{bb244413,
        AUTHOR = "Barbany, O. and Huang, M. and Zhu, X.L. and Dhua, A.",
        TITLE = "Leveraging Large Language Models for Multimodal Search",
        BOOKTITLE = FGVC24,
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        AUTHOR = "Baldassini, F.B. and Shukor, M. and Cord, M. and Soulier, L. and Piwowarski, B.",
        TITLE = "What Makes Multimodal In-Context Learning Work?",
        BOOKTITLE = Prompting24,
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        PAGES = "1539-1550",
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        AUTHOR = "Ma, F.P. and Zhou, Y.Z. and Zhang, Y.Y. and Wu, S.Y. and Zhang, Z. and He, Z.L. and Rao, F.Y. and Sun, X.Y.",
        TITLE = "Task Navigator: Decomposing Complex Tasks for Multimodal Large
Language Models",
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        TITLE = "Honeybee: Locality-Enhanced Projector for Multimodal LLM",
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        AUTHOR = "Lai, C.G. and Song, S.L. and Yan, S. and Hu, G.",
        TITLE = "Improving Vision and Language Concepts Understanding with Multimodal
Counterfactual Samples",
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        PAGES = "LXIX: 174-191",
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        AUTHOR = "Cao, J.J. and Ye, P. and Li, S.Z. and Yu, C. and Tang, Y.S. and Lu, J.W. and Chen, T.",
        TITLE = "MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for
Accelerating Vision-Language Transformer",
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        TITLE = "Enhancing Multimodal Compositional Reasoning of Visual Language
Models with Generative Negative Mining",
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        TITLE = "ProVLA: Compositional Image Search with Progressive Vision-Language
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        AUTHOR = "Jegham, N. and Abdelatti, M. and Hendawi, A.",
        TITLE = "Visual reasoning consistency and robustness analysis of multimodal
LLMs",
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        AUTHOR = "Lu, J.C. and Jiang, M. and Kong, J. and Zhuang, D.F. and Lu, M.",
        TITLE = "Mitigating Inherent Bias of Answer Heuristic Based Frameworks in
Knowledge-Based Visual Question Answering",
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        TITLE = "Parse, Align and Aggregate: Graph-Driven Compositional Reasoning for
Video Question Answering",
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Answer Aggregation for Video Question-Answering",
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        TITLE = "Revisiting Multi-Modal LLM Evaluation",
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        AUTHOR = "Quan, K.A.C. and Nguyen, Q.N. and Luu, D.T.",
        TITLE = "Toward Automation in Text-Based Video Retrieval with LLM Assistance",
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        TITLE = "KOFFVQA: An Objectively Evaluated Free-Form VQA Benchmark for Large
Vision-Language Models in the Korean Language",
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        AUTHOR = "Fang, W.L. and Wu, Q. and Chen, J. and Xue, Y.",
        TITLE = "Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual
Notes for Visual Question Answering",
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        YEAR = "2025",
        PAGES = "19597-19607",
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        TITLE = "CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum
Mixture-of-Experts for Continual Visual Question Answering",
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        PAGES = "19608-19617",
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Visual Preferences",
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Knowledge-based Visual Question Answering",
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Image-Text Bridging",
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Multi-Modal Large Language Models",
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