most citedSkinCLIP-VL: Consistency-Aware Vision-Language Learning for Multimodal Skin Cancer Diagnosis

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cs.LG2025

DeepGB-TB: A Risk-Balanced Cross-Attention Gradient-Boosted Convolutional Network for Rapid, Interpretable Tuberculosis Screening

Zhixiang Lu, Yulong Li, Feilong Tang +5

Large-scale tuberculosis (TB) screening is limited by the high cost and operational complexity of traditional diagnostics, creating a need for artificial-intelligence solutions. We…

cs.LG2025

Confidence-Aware Self-Distillation for Multimodal Sentiment Analysis with Incomplete Modalities

Yanxi Luo, Shijin Wang, Zhongxing Xu +3

Multimodal sentiment analysis (MSA) aims to understand human sentiment through multimodal data. In real-world scenarios, practical factors often lead to uncertain modality missingn…