4 papers
RobotEQ: Transitioning from Passive Intelligence to Active Intelligence in Embodied AI
Kuofei Fang, Xinyi Che, Haomin Ouyang +12
Embodied AI is a prominent research topic in both academia and industry. Current research centers on completing tasks based on explicit user instructions. However, for robots to in…
MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding
Zheng Lian, Xiaojiang Peng, Kele Xu +16
MER2026 marks the fourth edition of the MER series of challenges. The MER series provides valuable data resources to the research community and offers tasks centered on recent rese…
Orthogonal Disentanglement with Projected Feature Alignment for Multimodal Emotion Recognition in Conversation
Xinyi Che, Wenbo Wang, Jian Guan +1
Multimodal Emotion Recognition in Conversation (MERC) significantly enhances emotion recognition performance by integrating complementary emotional cues from text, audio, and visua…
Angle-Optimized Partial Disentanglement for Multimodal Emotion Recognition in Conversation
Xinyi Che, Wenbo Wang, Yuanbo Hou +3
Multimodal Emotion Recognition in Conversation (MERC) aims to enhance emotion understanding by integrating complementary cues from text, audio, and visual modalities. Existing MERC…