SUMIN PARK
SUMIN PARK

Interested in Geometric Deep Neural Networks and Their Phyiscal Applications

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  • ALL (180)
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[Paper Review] Sharpness-Aware Minimization for Efficiently Improving Generalization (SAM, 2021)

Outlines References 1. Weak Generalization Power of Sharp Minima 2. Sharpness-Aware Minimization (SAM) 2.1. PAC...

2023, Dec 07   —  6 minute read

[Paper Review] Visualizing the Loss Landscape of Neural Nets (Loss Landscape, 2018)

Outlines References Varying Trainability of Networks Architectures Basic Visualizations of Loss Function Filter-Wise Normalizaton Understanding...

2023, Jun 03   —  9 minute read