Journal Club¶

Journal Club是我导组织的论文分享会，我偶尔也会上去分享一下。PPT画都画了，索性放在这里，献丑了。

2025-07-04¶

• Shared Paper: Automated Characterization of Myocardial Scar Topological Patterns for Ventricular Tachycardia Screening
• Publication: MICCAI 2025
• Keywords: Scar Segmentation, Polar Transformation

2025-04-14¶

• Shared Paper: A Decade's Battle on Dataset Bias: Are We There Yet?
• Publication: ICLR 2025 Oral
• Keywords: Vision datasets, Dataset bias, Deep learning

2024-09-21¶

• Shared Paper: Generative Image Dynamics
• Publication: CVPR 2024
• Keywords: Diffusion, Generative model, FFT

2024-05-18¶

• Shared Paper: KAN: Kolmogorov–Arnold Networks
• Publication: Preprint 2024
• Keywords: K-A theorem based NN, Neural Scaling Laws, Mechanistic Interpretability

2024-02-22¶

• Shared Paper: Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD
• Publication: CVPR 2022
• Keywords: Simplicity Bias, OOD, Model Diversity