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01/26/2022
A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes
While datasets with single-label supervision have propelled rapid advanc...
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04/18/2021
The Intrinsic Dimension of Images and Its Impact on Learning
It is widely believed that natural image data exhibits low-dimensional s...
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11/20/2019
Adversarial Robustness of Flow-Based Generative Models
Flow-based generative models leverage invertible generator functions to ...
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12/01/2018