55 citations · 59 across the 3 of their papers we have counts for
3 papers
cs.CR2024★ 1 cited
Diff-Cleanse: Identifying and Mitigating Backdoor Attacks in Diffusion Models
Jiang Hao, Xiao Jin, Hu Xiaoguang +2
Diffusion models (DMs) are regarded as one of the most advanced generative models today, yet recent studies suggest that they are vulnerable to backdoor attacks, which establish hi…
cs.LG2019★ 55 cited
Overcoming Long-term Catastrophic Forgetting through Adversarial Neural Pruning and Synaptic Consolidation
Jian Peng, Bo Tang, Hao Jiang +4
Artificial neural networks face the well-known problem of catastrophic forgetting. What's worse, the degradation of previously learned skills becomes more severe as the task sequen…
cs.LG2018★ 3 cited
Overcoming Catastrophic Forgetting by Soft Parameter Pruning
Jian Peng, Jiang Hao, Zhuo Li +5
Catastrophic forgetting is a challenge issue in continual learning when a deep neural network forgets the knowledge acquired from the former task after learning on subsequent tasks…