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Shunxin Wang
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2020 – today
- 2024
- [c5]Puru Vaish, Shunxin Wang, Nicola Strisciuglio:
Fourier-Basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification. CVPR 2024: 17763-17772 - [i6]Puru Vaish, Shunxin Wang, Nicola Strisciuglio:
Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification. CoRR abs/2403.01944 (2024) - [i5]Boqian Wu, Qiao Xiao, Shunxin Wang, Nicola Strisciuglio, Mykola Pechenizkiy, Maurice van Keulen, Decebal Constantin Mocanu, Elena Mocanu:
Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness. CoRR abs/2410.03030 (2024) - 2023
- [c4]Ioana Mazilu, Shunxin Wang, Sven Dummer, Raymond N. J. Veldhuis, Christoph Brune, Nicola Strisciuglio:
Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space. CAIP (2) 2023: 201-211 - [c3]Shunxin Wang, Raymond N. J. Veldhuis, Christoph Brune, Nicola Strisciuglio:
What do neural networks learn in image classification? A frequency shortcut perspective. ICCV 2023: 1433-1442 - [c2]Shunxin Wang, Christoph Brune, Raymond N. J. Veldhuis, Nicola Strisciuglio:
DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning. ICCV (Workshops) 2023: 129-138 - [i4]Shunxin Wang, Raymond N. J. Veldhuis, Nicola Strisciuglio:
The Robustness of Computer Vision Models against Common Corruptions: a Survey. CoRR abs/2305.06024 (2023) - [i3]Shunxin Wang, Raymond N. J. Veldhuis, Christoph Brune, Nicola Strisciuglio:
What do neural networks learn in image classification? A frequency shortcut perspective. CoRR abs/2307.09829 (2023) - [i2]Ioana Mazilu, Shunxin Wang, Sven Dummer, Raymond N. J. Veldhuis, Christoph Brune, Nicola Strisciuglio:
Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space. CoRR abs/2307.15461 (2023) - [i1]Shunxin Wang, Christoph Brune, Raymond N. J. Veldhuis, Nicola Strisciuglio:
DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning. CoRR abs/2308.06622 (2023) - 2021
- [c1]Shunxin Wang, Una M. Kelly, Raymond N. J. Veldhuis:
Gender Obfuscation through Face Morphing. IWBF 2021: 1-6
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