2025 "multi-modal llms" Papers

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

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$F^3Set$: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos

Zhaoyu Liu, Kan Jiang, Murong Ma et al.

ICLR 2025oral
3
citations

AC-LoRA: (Almost) Training-Free Access Control Aware Multi-Modal LLMs

Lara Magdalena Lazier, Aritra Dhar, Vasilije Stambolic et al.

NEURIPS 2025posterarXiv:2505.11557
1
citations

AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning

Yiwu Zhong, Zhuoming Liu, Yin Li et al.

ICCV 2025posterarXiv:2412.03248
21
citations

Can Multi-Modal LLMs Provide Live Step-by-Step Task Guidance?

Apratim Bhattacharyya, Bicheng Xu, Sanjay Haresh et al.

NEURIPS 2025posterarXiv:2511.21998

Distilling Multi-modal Large Language Models for Autonomous Driving

Deepti Hegde, Rajeev Yasarla, Hong Cai et al.

CVPR 2025posterarXiv:2501.09757
27
citations

The Labyrinth of Links: Navigating the Associative Maze of Multi-modal LLMs

HONG LI, Nanxi Li, Yuanjie Chen et al.

ICLR 2025posterarXiv:2410.01417
3
citations

Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Chaoyou Fu, Yuhan Dai, Yongdong Luo et al.

CVPR 2025highlightarXiv:2405.21075
876
citations