ICCV 2025 "multi-modal reasoning" Papers

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Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data and Metric Perspectives

Shaoyuan Xie, Lingdong Kong, Yuhao Dong et al.

ICCV 2025posterarXiv:2501.04003
71
citations

AVTrustBench: Assessing and Enhancing Reliability and Robustness in Audio-Visual LLMs

Sanjoy Chowdhury, Sayan Nag, Subhrajyoti Dasgupta et al.

ICCV 2025posterarXiv:2501.02135
9
citations

ChatReID: Open-ended Interactive Person Retrieval via Hierarchical Progressive Tuning for Vision Language Models

Ke Niu, Haiyang Yu, Mengyang Zhao et al.

ICCV 2025posterarXiv:2502.19958
8
citations