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cs.CV2026
CAKE: Real-time Action Detection via Motion Distillation and Background-aware Contrastive Learning
Hieu Hoang, Dung Trung Tran, Hong Nguyen +1
Online Action Detection (OAD) systems face two primary challenges: high computational cost and insufficient modeling of discriminative temporal dynamics against background motion.…
cs.CV2024
ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization
Hong Nguyen, Hoang Nguyen, Melinda Chang +3
Understanding the severity of conditions shown in images in medical diagnosis is crucial, serving as a key guide for clinical assessment, treatment, as well as evaluating longitudi…