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 different emotions depending on events beyond the input: tears, for example, may indicate grief or joy. We formulate Event-Grounded Emotion Recognit...
Yi-Hao Qian, Run-Hao Zeng, Si-Cheng Zhao et al.· 0 citations
Multimodal depression risk assessment requires jointly interpreting textual, acoustic, and visual cues that are often subtle, non-specific, context-dependent, and potentially inconsistent across modalities. Existing multimodal approaches predominantly learn latent representations through feature fusion, leaving the evi...
Fa Zhu, Haifeng Lu, Si-Cheng Zhao et al.· 0 citations
The results show that affective perception depends not only on the observed behavior, but also on how evidence is acquired, and by making observation acquisition experimentally controllable, AffectSim provides a foundation for studying embodied affective perception in interactive 3D environments.
Ke Xing, Zhi-Long Wang, Zheng Lian et al.· 0 citations
These findings identify CPS1 as a potential prognostic biomarker and therapeutic target in CRC and suggest that CPS1 may contribute to the malignant progression and metastasis of CRC, potentially through involvement in the epithelial-mesenchymal transition (EMT) process and TGF-β signaling pathway.
Ning Qu, Jinglian Chen, Yanlu Chen et al.· iScience· 0 citations
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