Evidence-RL: Towards Evidence-intensive Visual Reasoning

Evidence-RL: Towards Evidence-intensive Visual Reasoning

Counterfactual Evidence Disentanglement improves vision-language model grounding by auditing whether answers causally depend on local visual evidence during reinforcement learning…

Hugging Face · Daily Papers ·Haojie Huang, Xinlei Yu · ·▲ 8 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Haojie Huang, Xinlei Yu, Chengming Xu, Zhangquan Chen, Cheng Yang, Qingdong He

  • 8 upvotes da comunidade
  • Temas: Vision-Language Models, Counterfactual Evidence Disentanglement, evidence region, GRPO, object-centric, reinforcement learning

Resumo

Resumo original (em inglês), extraído do paper:

Counterfactual Evidence Disentanglement improves vision-language model grounding by auditing whether answers causally depend on local visual evidence during reinforcement learning post-training.

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