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cs.CV2026
CaReFlow: Cyclic Adaptive Rectified Flow for Multimodal Fusion
Sijie Mai, Shiqin Han
Modality gap significantly restricts the effectiveness of multimodal fusion. Previous methods often use techniques such as diffusion models and adversarial learning to reduce the m…
cs.CV2026
GRCF: Two-Stage Groupwise Ranking and Calibration Framework for Multimodal Sentiment Analysis
Manning Gao, Leheng Zhang, Shiqin Han +3
Most Multimodal Sentiment Analysis research has focused on point-wise regression. While straightforward, this approach is sensitive to label noise and neglects whether one sample i…