27 citations · 36 across the 11 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
eess.IV2020★ 2 cited
Generative and Discriminative Learning for Distorted Image Restoration
Yi Gu, Yuting Gao, Jie Li +2
Liquify is a common technique for image editing, which can be used for image distortion. Due to the uncertainty in the distortion variation, restoring distorted images caused by li…
cs.CV2020
Association: Remind Your GAN not to Forget
Yi Gu, Jie Li, Yuting Gao +5
Neural networks are susceptible to catastrophic forgetting. They fail to preserve previously acquired knowledge when adapting to new tasks. Inspired by human associative memory sys…
cs.LG2020★ 1 cited
A Framework of Randomized Selection Based Certified Defenses Against Data Poisoning Attacks
Ruoxin Chen, Jie Li, Chentao Wu +2
Neural network classifiers are vulnerable to data poisoning attacks, as attackers can degrade or even manipulate their predictions thorough poisoning only a few training samples. H…