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Yimu Pan

2 accepted papers

2025

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging

AAAI 2025technical

Robustness and generalizability in medical image segmentation are often hindered by scarcity and limited diversity of training data, which stands in contrast to the variability encountered during inference. While conventional strategies---such as domain-specific augmentation, specialized architectur…

2023

Learning Emotion Representations From Verbal and Nonverbal Communication

CVPR 2023poster

Emotion understanding is an essential but highly challenging component of artificial general intelligence. The absence of extensive annotated datasets has significantly impeded advancements in this field. We present EmotionCLIP, the first pre-training paradigm to extract visual emotion representatio…