2 papers
cs.CV2026
Audio-Visual Exchange-Aware Token Pruning for Efficient Audio-Visual Captioning
Zihan Meng, Dexiang Hong, Weidong Chen +3
Audio-visual captioning generates natural language descriptions from video and audio content. Multimodal LLMs have advanced this task, but both modalities contribute many tokens to…
cs.CV2026
A Multi-Agent Framework with Structured Reasoning and Reflective Refinement for Multimodal Empathetic Response Generation
Liping Wang, Cheng Ye, Weidong Chen +3
Multimodal empathetic response generation (MERG) aims to generate emotionally engaging and empathetic responses based on users' multimodal contexts. Existing approaches usually rel…