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Conference Aug 2026

Emotion-driven music retrieval via cross-modal audio-visual representation learning

Music-assisted therapy relies on the accurate perception of a user's affective state to deliver contextually appropriate acoustic stimuli. However, existing emotion-driven retrieval methods frequently encounter representational mismatches between raw multimodal behavioral signals and therapeutic music indexing, which s...

Chuanfan Guo, Xiang Gao, Qianqian Wang et al. · 0 citations
#computer vision Preprint Sep 2026

RobotEQ-Video: A Video-Centric Benchmark for Social Proactive Intelligence with World-State Taxonomy

Social Proactive Intelligence (SPI) extends proactive assistance beyond task completeness to consider social appropriateness in diverse embodied scenarios. However, prior SPI research faces two key limitations. First, existing work focuses on static images, whereas dynamic videos provide crucial cues for inferring huma...

Xin-Yi Che, Zheng Lian, Kuo-Fei Fang et al. · 0 citations

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