Shunxin Wang

16 papers A* 4Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A* conf
Do ImageNet-trained Models Learn Shortcuts? The Impact of Frequency Shortcuts on Generalization.
CVPR
Shunxin Wang, Raymond N. J. Veldhuis, Nicola Strisciuglio
2025 J jnl
Do ImageNet-trained models learn shortcuts? The impact of frequency shortcuts on generalization.
CoRR
Shunxin Wang, Raymond N. J. Veldhuis, Nicola Strisciuglio
2025 A* conf
Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness.
ICLR
Boqian Wu, Qiao Xiao, Shunxin Wang, Nicola Strisciuglio, Mykola Pechenizkiy, Maurice van Keulen, Decebal Constantin Mocanu, Elena Mocanu
2025 — conf
Learning to Harmonize Cross-Vendor X-ray Images by Non-linear Image Dynamics Correction.
MIUA (2)
Yucheng Lu, Shunxin Wang, Dovile Juodelyte, Veronika Cheplygina
2025 J jnl
Learning to Harmonize Cross-vendor X-ray Images by Non-linear Image Dynamics Correction.
CoRR
Yucheng Lu, Shunxin Wang, Dovile Juodelyte, Veronika Cheplygina
2024 J jnl
Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness.
CoRR
Boqian Wu, Qiao Xiao, Shunxin Wang, Nicola Strisciuglio, Mykola Pechenizkiy, Maurice van Keulen, Decebal Constantin Mocanu, Elena Mocanu
2024 A* conf
Fourier-Basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification.
CVPR
Puru Vaish, Shunxin Wang, Nicola Strisciuglio
2024 J jnl
Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification.
CoRR
Puru Vaish, Shunxin Wang, Nicola Strisciuglio
2023 — conf
DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning.
ICCV (Workshops)
Shunxin Wang, Christoph Brune, Raymond N. J. Veldhuis, Nicola Strisciuglio
2023 J jnl
DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning.
CoRR
Shunxin Wang, Christoph Brune, Raymond N. J. Veldhuis, Nicola Strisciuglio
2023 — conf
Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space.
CAIP (2)
Ioana Mazilu, Shunxin Wang, Sven Dummer, Raymond N. J. Veldhuis, Christoph Brune, Nicola Strisciuglio
2023 J jnl
Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space.
CoRR
Ioana Mazilu, Shunxin Wang, Sven Dummer, Raymond N. J. Veldhuis, Christoph Brune, Nicola Strisciuglio
2023 J jnl
The Robustness of Computer Vision Models against Common Corruptions: a Survey.
CoRR
Shunxin Wang, Raymond N. J. Veldhuis, Nicola Strisciuglio
2023 A* conf
What do neural networks learn in image classification? A frequency shortcut perspective.
ICCV
Shunxin Wang, Raymond N. J. Veldhuis, Christoph Brune, Nicola Strisciuglio
2023 J jnl
What do neural networks learn in image classification? A frequency shortcut perspective.
CoRR
Shunxin Wang, Raymond N. J. Veldhuis, Christoph Brune, Nicola Strisciuglio
2021 — conf
Gender Obfuscation through Face Morphing.
IWBF
Shunxin Wang, Una M. Kelly, Raymond N. J. Veldhuis