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cs.LG2025
DUAL: Dynamic Uncertainty-Aware Learning
Jiahao Qin, Bei Peng, Feng Liu +2
Deep learning models frequently encounter feature uncertainty in diverse learning scenarios, significantly impacting their performance and reliability. This challenge is particular…
cs.LG2025
Hierarchical Adaptive Expert for Multimodal Sentiment Analysis
Jiahao Qin, Feng Liu, Lu Zong
Multimodal sentiment analysis has emerged as a critical tool for understanding human emotions across diverse communication channels. While existing methods have made significant st…