Wang, Shunxin

6 publications

CVPR 2025 Do ImageNet-Trained Models Learn Shortcuts? the Impact of Frequency Shortcuts on Generalization Shunxin Wang, Raymond Veldhuis, Nicola Strisciuglio

ICLR 2025 Dynamic Sparse Training Versus Dense Training: The Unexpected Winner in Image Corruption Robustness Boqian Wu, Qiao Xiao, Shunxin Wang, Nicola Strisciuglio, Mykola Pechenizkiy, Maurice van Keulen, Decebal Constantin Mocanu, Elena Mocanu

CVPR 2024 Fourier-Basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification Puru Vaish, Shunxin Wang, Nicola Strisciuglio

ICCVW 2023 DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning Shunxin Wang, Christoph Brune, Raymond N. J. Veldhuis, Nicola Strisciuglio

ICCV 2023 What Do Neural Networks Learn in Image Classification? a Frequency Shortcut Perspective Shunxin Wang, Raymond Veldhuis, Christoph Brune, Nicola Strisciuglio

NeurIPSW 2022 Frequency Shortcut Learning in Neural Networks Shunxin Wang, Raymond Veldhuis, Christoph Brune, Nicola Strisciuglio