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cs.CV2023
Reciprocal Attention Mixing Transformer for Lightweight Image Restoration
Haram Choi, Cheolwoong Na, Jihyeon Oh +6
Although many recent works have made advancements in the image restoration (IR) field, they often suffer from an excessive number of parameters. Another issue is that most Transfor…
cs.CV2023
Randomized Adversarial Style Perturbations for Domain Generalization
Taehoon Kim, Bohyung Han
We propose a novel domain generalization technique, referred to as Randomized Adversarial Style Perturbation (RASP), which is motivated by the observation that the characteristics…
cs.CV2023
Cross-Class Feature Augmentation for Class Incremental Learning
Taehoon Kim, Jaeyoo Park, Bohyung Han
We propose a novel class incremental learning approach by incorporating a feature augmentation technique motivated by adversarial attacks. We employ a classifier learned in the pas…