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08/12/2023
DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning
Neural networks are prone to learn easy solutions from superficial stati...
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07/28/2023
Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space
Though modern microscopes have an autofocusing system to ensure optimal ...
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07/19/2023
What do neural networks learn in image classification? A frequency shortcut perspective
Frequency analysis is useful for understanding the mechanisms of represe...
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05/10/2023