Shunxin Wang

1. What do neural networks learn in image classification? A frequency shortcut perspective
   2023/07/19 by Shunxin Wang, Wang, Shunxin, Raymond Veldhuis +5 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural Networks and Applications
2. A Survey on the Robustness of Computer Vision Models against Common Corruptions
   2023/05/10 by Shunxin Wang, Raymond Veldhuis, Wang, Shunxin +3 · 4 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
3. Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification
   2024/03/04 by Puru Vaish, Shunxin Wang, Vaish, Puru +3 · 4 citations
   Engineering · Computer Science · #Industrial Vision Systems and Defect Detection #Image and Signal Denoising Methods #Medical Image Segmentation Techniques