Learning Privacy-Preserving Student Networks via
Discriminative-Generative Distillation

Learning Privacy-Preserving Student Networks via Discriminative-Generative Distillation

4 September 2024

Shiming Ge

Bochao Liu

Pengju Wang

Dan Zeng

Papers citing "Learning Privacy-Preserving Student Networks via Discriminative-Generative Distillation"

9 / 9 papers shown

Title
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Lei Zhou Youwen Zhu Qiao Xue Ji Zhang Pengfei Zhang MU 80 1 0 28 Nov 2024
Shape-intensity knowledge distillation for robust medical image segmentation Wenhui Dong Bo Du Yongchao Xu 16 0 0 26 Sep 2024
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization Yao Ni Piotr Koniusz AI4CE GAN 22 1 0 31 Mar 2024
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense Prediction Zhaoge Liu Xiaohao Xu Yunkang Cao Weiming Shen VLM 8 0 0 16 Jan 2024
Exploring Multi-Modal Contextual Knowledge for Open-Vocabulary Object Detection Yifan Xu Mengdan Zhang Xiaoshan Yang Changsheng Xu ObjD 11 5 0 30 Aug 2023
Model Conversion via Differentially Private Data-Free Distillation Bochao Liu Pengju Wang Shikun Li Dan Zeng Shiming Ge FedML 11 3 0 25 Apr 2023
Do Not Let Privacy Overbill Utility: Gradient Embedding Perturbation for Private Learning Da Yu Huishuai Zhang Wei Chen Tie-Yan Liu FedML SILM 91 110 0 25 Feb 2021
Tempered Sigmoid Activations for Deep Learning with Differential Privacy Nicolas Papernot Abhradeep Thakurta Shuang Song Steve Chien Ulfar Erlingsson AAML 125 178 0 28 Jul 2020
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,179 0 30 Oct 2016