CASE: Confusion-Aware Skill Evolution for Frozen Multimodal Emotion Models.

arXiv:2610.32481v1 Announce Type: new Abstract: Multimodal large language models (MLLMs) have substantially advanced Multimodal Emotion Recognition (MER) by enabling fine-grained emotion understanding through reasoning over multimodal evidence. However, they s