2025 "multi-image understanding" 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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Dynamic-VLM: Simple Dynamic Visual Token Compression for VideoLLM

Han Wang, Yuxiang Nie, Yongjie Ye et al.

ICCV 2025posterarXiv:2412.09530
15
citations

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding

Fei Wang, XINGYU FU, James Y. Huang et al.

ICLR 2025oralarXiv:2406.09411
113
citations

VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models

JIACHENG RUAN, Wenzhen Yuan, Xian Gao et al.

ICCV 2025posterarXiv:2503.07478
15
citations

Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs

Xudong Li, Mengdan Zhang, Peixian Chen et al.

NEURIPS 2025posterarXiv:2505.22396
1
citations