UniEmo: Unifying Emotional Understanding and Generation with Learnable Expert Queries

ArXi:2507.23372v2 Announce Type: replace Emotional understanding and generation are often treated as separate tasks, yet they are inherently complementary and can mutually enhance each other. In this paper, we propose the UniEmo, a unified framework that seamlessly integrates these two tasks. The key challenge lies in the abstract nature of emotions, necessitating the extraction of visual representations beneficial for both tasks.