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cs.LG2021
Reliably fast adversarial training via latent adversarial perturbation
Geon Yeong Park, Sang Wan Lee
While multi-step adversarial training is widely popular as an effective defense method against strong adversarial attacks, its computational cost is notoriously expensive, compared…
cs.LG2021
Information-theoretic regularization for Multi-source Domain Adaptation
Geon Yeong Park, Sang Wan Lee
Adversarial learning strategy has demonstrated remarkable performance in dealing with single-source Domain Adaptation (DA) problems, and it has recently been applied to Multi-sourc…