"spectral regularization" Papers

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Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks

Steffen Schotthöfer, Lexie Yang, Stefan Schnake

NEURIPS 2025oralarXiv:2505.08022
6
citations

Learning Cocoercive Conservative Denoisers via Helmholtz Decomposition for Poisson Imaging Inverse Problems

Deliang Wei, Peng Chen, Haobo Xu et al.

NEURIPS 2025
1
citations

Mitigating Spurious Features in Contrastive Learning with Spectral Regularization

Naghmeh Ghanooni, Waleed Mustafa, Dennis Wagner et al.

NEURIPS 2025

Differentiable Weightless Neural Networks

Alan Bacellar, Zachary Susskind, Mauricio Breternitz Jr et al.

ICML 2024arXiv:2410.11112
27
citations

The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective

Chi-Heng Lin, Chiraag Kaushik, Eva Dyer et al.

ICML 2024arXiv:2210.05021
43
citations