Search Results for author: Jiang Hao

Found 3 papers, 3 papers with code

Diff-Cleanse: Identifying and Mitigating Backdoor Attacks in Diffusion Models

1 code implementation31 Jul 2024 Jiang Hao, Xiao Jin, Hu Xiaoguang, Chen Tianyou, Zhao Jiajia

We evaluate our framework on hundreds of DMs that are attacked by three existing backdoor attack methods with a wide range of hyperparameter settings.

Backdoor Attack backdoor defense

Potential Game based Channel Allocation for Vehicular Edge Computing

1 code implementation Acta Electronica Sinica 2021 XU Xin-cao, LIU Kai, LIU Chun-hui, Jiang Hao, GUO Song-tao, WU Wei-wei

This article formulates the problem of channel allocation in vehicular edge computing, aiming at allocating sub-channels for different data transmission tasks and maximizing the ratio of successful data transmission.

Edge-computing

Overcoming Catastrophic Forgetting by Soft Parameter Pruning

1 code implementation4 Dec 2018 Jian Peng, Jiang Hao, Zhuo Li, Enqiang Guo, Xiaohong Wan, Deng Min, Qing Zhu, Haifeng Li

In this paper, we proposed a Soft Parameters Pruning (SPP) strategy to reach the trade-off between short-term and long-term profit of a learning model by freeing those parameters less contributing to remember former task domain knowledge to learn future tasks, and preserving memories about previous tasks via those parameters effectively encoding knowledge about tasks at the same time.

Continual Learning

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