Group Cognition Learning: Making Everything Better Through Governed Two-Stage Agents Collaboration

Chunlei Meng, Pengbin Feng, Rong Fu +7

Centralized multimodal learning commonly compresses language, acoustic, and visual signals into a single fused representation for prediction. While effective, this paradigm suffers…