Jiayu Zhang

Exploiting temporal coherence allows for a dramatic reduction in noise and a fivefold increase in inference efficiency for weakly supervised segmentation.

Multi-agent collaboration and retrieval augmentation can overcome the limitations of static parametric memory in LLMs, enabling more nuanced and accurate multimodal emotion recognition.