Gestalt-Guided Image Understanding for Few-Shot Learning. - Kun Song 004; Yuchen Wu; Jiansheng Chen; Tianyu Hu; Huimin Ma 001 (ACCV (2), 2022)

FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning. - Kun Song 004; Huimin Ma 001; Bochao Zou; Huishuai Zhang; Weiran Huang 001 (NeurIPS, 2023)

Distribution Aligned Feature Clustering for Zero-Shot Sketch-Based Image Retrieval. - Yuchen Wu; Kun Song 004; Fangzheng Zhao; Jiansheng Chen; Huimin Ma 001 (CoRR, 2023)

Unveiling the Dynamics of Information Interplay in Supervised Learning. - Kun Song 004; Zhiquan Tan; Bochao Zou; Huimin Ma 001; Weiran Huang 001 (ICML, 2024)

Exploring Information-Theoretic Metrics Associated with Neural Collapse in Supervised Training. - Kun Song 004; Zhiquan Tan; Bochao Zou; Jiansheng Chen; Huimin Ma 001; Weiran Huang 001 (CoRR, 2024)