81 citations · 184 across the 17 of their papers we have counts for
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cs.CV2022
Self-Pair: Synthesizing Changes from Single Source for Object Change Detection in Remote Sensing Imagery
Minseok Seo, Hakjin Lee, Yongjin Jeon +1
For change detection in remote sensing, constructing a training dataset for deep learning models is difficult due to the requirements of bi-temporal supervision. To overcome this i…
cs.LG2022
Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness
Beomsu Kim, Junghoon Seo
Adversarial examples, crafted by adding imperceptible perturbations to natural inputs, can easily fool deep neural networks (DNNs). One of the most successful methods for training…