GitHub topics: data-free
TsingZ0/HtFLlib
You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.
Language: Python - Size: 52.5 MB - Last synced at: 18 days ago - Pushed at: 19 days ago - Stars: 147 - Forks: 8

VainF/Data-Free-Adversarial-Distillation
Code and pretrained models for paper: Data-Free Adversarial Distillation
Language: Python - Size: 1.53 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 96 - Forks: 18

TsingZ0/FedL2G
Adaptive Guidance for Local Training in Heterogeneous Federated Learning
Language: Python - Size: 45.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 6 - Forks: 0

hylee817/datafreeshield
The official implementation of "DataFreeShield: Defending Adversarial Attacks without Training Data" accepted in ICML 2024.
Language: Python - Size: 1.53 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

illidanlab/ABD
[ICML2023] Revisiting Data-Free Knowledge Distillation with Poisoned Teachers
Language: Python - Size: 145 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 22 - Forks: 1

ghimiredhikura/Awasome-Data-Free-ViT-Pruning
Data-Free-ViT-Pruning
Size: 9.77 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

MILO-GRP/TRM-UAP Fork of RandolphCarter0/TRMUAP
[ICCV 2023] "TRM-UAP: Enhancing the Transferability of Data-Free Universal Adversarial Perturbation via Truncated Ratio Maximization", Yiran Liu, Xin Feng, Yunlong Wang, Wu Yang, Di Ming*
Language: Python - Size: 945 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

zju-vipa/CMI
[IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge Distillation
Language: Python - Size: 2.56 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 65 - Forks: 15

NVlabs/DIODE
Official PyTorch implementation of Data-free Knowledge Distillation for Object Detection, WACV 2021.
Language: Jupyter Notebook - Size: 4.19 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 52 - Forks: 3
