| What do neural networks learn in image classification? A frequency shortcut perspective S Wang, R Veldhuis, C Brune, N Strisciuglio ICCV 2023, 2023 | 22 | 2023 |
| A Survey on the Robustness of Computer Vision Models against Common Corruptions S Wang, R Veldhuis, C Brune, N Strisciuglio arXiv preprint arXiv:2305.06024, 2023 | 15 | 2023 |
| Frequency shortcut learning in neural networks S Wang, R Veldhuis, C Brune, N Strisciuglio 36th Annual Conference on Neural Information Processing Systems, NeurIPS …, 2022 | 13 | 2022 |
| Gender obfuscation through face morphing S Wang, UM Kelly, RNJ Veldhuis 2021 IEEE International Workshop on Biometrics and Forensics (IWBF), 1-6, 2021 | 10 | 2021 |
| Fourier-basis functions to bridge augmentation gap: Rethinking frequency augmentation in image classification P Vaish, S Wang, N Strisciuglio CVPR2024, 2024 | 9 | 2024 |
| DFM-X: Augmentation by leveraging prior knowledge of shortcut learning S Wang, C Brune, R Veldhuis, N Strisciuglio Proceedings of the IEEE/CVF International Conference on Computer Vision, 129-138, 2023 | 8 | 2023 |
| Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space I Mazilu, S Wang, S Dummer, R Veldhuis, C Brune, N Strisciuglio International Conference on Computer Analysis of Images and Patterns, 201-211, 2023 | 3 | 2023 |
| Do ImageNet-trained models learn shortcuts? The impact of frequency shortcuts on generalization S Wang, R Veldhuis, N Strisciuglio arXiv preprint arXiv:2503.03519, 2025 | | 2025 |
| Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness B Wu, Q Xiao, S Wang, N Strisciuglio, M Pechenizkiy, M van Keulen, ... arXiv preprint arXiv:2410.03030, 2024 | | 2024 |
| Supplementary material: What do neural networks learn in image classification? A frequency shortcut perspective S Wang, R Veldhuis, C Brune, N Strisciuglio | | |
| 2021 9th International Workshop on Biometrics and Forensics (IWBF) S Wang, U Kelly, R Veldhuis, P Knutson, K Raja, D Larsson, ... | | |