Shunxin Wang

According to our database, Shunxin Wang authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Learning to Harmonize Cross-Vendor X-ray Images by Non-linear Image Dynamics Correction.

Yucheng Lu, Shunxin Wang, Dovile Juodelyte, Veronika Cheplygina

Proceedings of the Medical Image Understanding and Analysis - 29th Annual Conference, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Do ImageNet-trained Models Learn Shortcuts? The Impact of Frequency Shortcuts on Generalization.

Shunxin Wang, Raymond N. J. Veldhuis, Nicola Strisciuglio

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Fourier-Basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification.

Puru Vaish, Shunxin Wang, Nicola Strisciuglio

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

The Robustness of Computer Vision Models against Common Corruptions: a Survey.

Shunxin Wang, Raymond N. J. Veldhuis, Nicola Strisciuglio

CoRR, 2023

DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning.

Shunxin Wang, Christoph Brune, Raymond N. J. Veldhuis, Nicola Strisciuglio

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

What do neural networks learn in image classification? A frequency shortcut perspective.

Shunxin Wang, Raymond N. J. Veldhuis, Christoph Brune, Nicola Strisciuglio

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space.

Ioana Mazilu, Shunxin Wang, Sven Dummer, Raymond N. J. Veldhuis, Christoph Brune, Nicola Strisciuglio

Proceedings of the Computer Analysis of Images and Patterns, 2023

2021

Gender Obfuscation through Face Morphing.

Shunxin Wang, Una M. Kelly, Raymond N. J. Veldhuis

Proceedings of the 9th IEEE International Workshop on Biometrics and Forensics, 2021