Author

Kuanwei Lin

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Jul 2026

CADER: Confidence-Aware Dynamic Evidence Reasoning for Long-Video Understanding

CADER (Confidence-Aware Dynamic Evidence Reasoning), a training-free framework for adaptive and reliable long-video reasoning, achieves competitive performance against specialized tool-augmented frameworks, suggesting a practical inference-time route for adaptive long-video reasoning.

Jinlong Yang, Wenhao Zhang, Kuanwei Lin et al. · arXiv.org · 0 citations