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cs.CV2025
MS-Mix: Sentiment-Guided Adaptive Augmentation for Multimodal Sentiment Analysis
Hongyu Zhu, Lin Chen, Xin Jin +1
Multimodal Sentiment Analysis (MSA) integrates complementary features from text, video, and audio for robust emotion understanding in human interactions. However, models suffer fro…
cs.LG2025
Semantic-guided Representation Learning for Multi-Label Recognition
Ruhui Zhang, Hezhe Qiao, Pengcheng Xu +2
Multi-label Recognition (MLR) involves assigning multiple labels to each data instance in an image, offering advantages over single-label classification in complex scenarios. Howev…
cs.CV2025
Temporal-contextual Event Learning for Pedestrian Crossing Intent Prediction
Hongbin Liang, Hezhe Qiao, Wei Huang +3
Ensuring the safety of vulnerable road users through accurate prediction of pedestrian crossing intention (PCI) plays a crucial role in the context of autonomous and assisted drivi…