15 citations · 25 across the 8 of their papers we have counts for
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cs.LG2022★ 1 cited
Shared Loss between Generators of GANs
Xin Wang
Generative adversarial networks are generative models that are capable of replicating the implicit probability distribution of the input data with high accuracy. Traditionally, GAN…
cs.LG2022★ 2 cited
Proving Common Mechanisms Shared by Twelve Methods of Boosting Adversarial Transferability
Quanshi Zhang, Xin Wang, Jie Ren +4
Although many methods have been proposed to enhance the transferability of adversarial perturbations, these methods are designed in a heuristic manner, and the essential mechanism…