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cs.CV2026
AffectReveal: Event-Grounded Emotion Recognition Beyond Visual Appearances
Yihao Qian, Runhao Zeng, Sicheng Zhao +3
Visual emotion recognition commonly assumes that all evidence required for prediction is contained in the observed image or video. Yet the same visible reaction can convey differen…
cs.CV2026
Sparse Shortcuts: Facilitating Efficient Fusion in Multimodal Large Language Models
Jingrui Zhang, Feng Liang, Yong Zhang +3
With the remarkable success of large language models (LLMs) in natural language understanding and generation, multimodal large language models (MLLMs) have rapidly advanced in thei…