Shunxin Wang
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (10) π Conference Polyglot (3) π Interdisciplinary Bridge π Cross-Pollinator (15) π§ Keyword Pioneer
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The Questioner
(2)
Conferences
CVPR (2)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
image classification
(2)
out-of-distribution generalization
(2)
neural network
(2)
frequency shortcut
(2)
representation learning
(2)
convolutional neural network
(1)
model generalization
(1)
frequency domain
(1)
frequency analysis
(1)
texture pattern
(1)
adversarial robustness
(1)
data augmentation
(1)
model interpretability
(1)
fourier transform
(1)
Papers
Do ImageNet-trained Models Learn Shortcuts? The Impact of Frequency Shortcuts on Generalization
CVPR 2025
Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness
ICLR 2025
Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification
CVPR 2024
What do neural networks learn in image classification? A frequency shortcut perspective
ICCV 2023