2026
From Pixels to Semantics: Unified Facial Action Representation Learning for Micro-Expression Analysis
ICLR 2026poster
Micro-expression recognition (MER) is highly challenging due to the subtle and rapid facial muscle movements and the scarcity of annotated data. Existing methods typically rely on pixel-level motion descriptors such as optical flow and frame difference, which tend to be sensitive to identity and lac…