Ngai-Man Cheung

Mixture of Cognitive Experts in Large Vision-Language Models

An evidence-driven multimodal reasoning framework that utilizes a Bloom-inspired taxonomy as a hierarchical reasoning protocol and quantitatively analyzes the trace to make evidence usage and reasoning progression explicit is proposed.