"simplicity bias" Papers

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Neural Redshift: Random Networks are not Random Functions

Damien Teney, Armand Nicolicioiu, Valentin Hartmann et al.

CVPR 2024arXiv:2403.02241
36
citations

Prompting is a Double-Edged Sword: Improving Worst-Group Robustness of Foundation Models

Amrith Setlur, Saurabh Garg, Virginia Smith et al.

ICML 2024

Simplicity Bias of Two-Layer Networks beyond Linearly Separable Data

Nikita Tsoy, Nikola Konstantinov

ICML 2024arXiv:2405.17299
11
citations

Simplicity Bias via Global Convergence of Sharpness Minimization

Khashayar Gatmiry, Zhiyuan Li, Sashank J. Reddi et al.

ICML 2024arXiv:2410.16401
3
citations