Author

Weibin Li

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Preprint Aug 2026

Test-Time Prototype Adaptation for Open-Vocabulary Semantic Segmentation

This work proposes Test-time Prototype Adaptation (TPA), a training-free plug-in that operates at the output level, leaving the host's forward pass and weights unmodified.

Haozhe Wang, Jintao Cheng, Weibin Li et al. · 1 citation

Preprint Aug 2026

DoublesEval: Diagnosing Multi-Agent Tactical Reasoning in Vision-Language Models via Professional Doubles Badminton

Evaluating four representative open-source VLMs on 60 curated rallies via a zero-shot protocol, it is found that models remain weak across all diagnostic levels, with especially clear bottlenecks in spatial state, interaction binding, and terminal evidence.

Jintao Cheng, Weibin Li · 0 citations