CogniRoute: Learning to Route Social Evidence in Omni-Modal Models

CogniRoute: Learning to Route Social Evidence in Omni-Modal Models

CogniRoute is a schema-guided Mixture-of-Experts framework for social video question answering that improves multimodal reasoning through cognitive schema factorization and route-a…

Hugging Face · Daily Papers ·Yifan Shen, Pei Tian · ·▲ 1 upvotes

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

Autores: Yifan Shen, Pei Tian, Xinzhuo Li, Bowen Fang, Shujun Xia, Bingxuan Li

  • 1 upvotes da comunidade
  • Temas: Mixture-of-Experts, schema-guided, cross-modal relation, reasoning demand, temporal scope, global routing signatures

Resumo

Resumo original (em inglês), extraído do paper:

CogniRoute is a schema-guided Mixture-of-Experts framework for social video question answering that improves multimodal reasoning through cognitive schema factorization and route-aware reinforcement learning.

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