Confidence-Aware Tool Orchestration for Robust Video Understanding
Robust-TO addresses the Blind Trust Problem in video reasoning by integrating per-frame trustworthiness into an agentic framework that improves accuracy under realistic perturbatio…
Hugging Face · Daily Papers
·Yangfan He, Yujin Choi
·
·▲ 9 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Yangfan He, Yujin Choi, Jaehong Yoon
- 9 upvotes da comunidade
- Temas: video reasoning, Blind Trust Problem, agentic video understanding, evidence interface, reliability-relevance score, calibrated reliability score
Resumo
Resumo original (em inglês), extraído do paper:
Robust-TO addresses the Blind Trust Problem in video reasoning by integrating per-frame trustworthiness into an agentic framework that improves accuracy under realistic perturbations through calibrated evidence weighting and reliability-aware reasoning.Onde ler
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