Jianmin Chen

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upvoted a paper 4 months ago

Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?

Paper • 2606.08063 • Published Jun 6 • 33

upvoted a paper 10 months ago

Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding

Paper • 2512.17532 • Published Dec 19, 2025 • 69