Soo-Hyung Kim

A Shared Latent for Partially-Labeled Multi-Task Facial Affect Recognition

This work casts partially-labeled multi-task learning as marginalization over a shared affect latent: one variational bottleneck mediates all three task decoders, so a frame annotated for one task shapes the representation the others use, and the masked objective reappears as the reconstruction term of an evidence lowe...