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data-free

Here are 10 public repositories matching this topic...

TsingZ0 / HtFLlib

Configure one file for model heterogeneity. Consistent GPU memory usage for single or multiple clients.

platform library evaluation pytorch heterogeneity federated-learning colloboration data-free

Updated Nov 11, 2024
Python

VainF / Data-Free-Adversarial-Distillation

Code and pretrained models for paper: Data-Free Adversarial Distillation

adversarial knowledge-distillation knowledge-transfer model-compression dfad data-free

Updated Nov 28, 2022
Python

zju-vipa / CMI

[IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge Distillation

benchmark knowledge-distillation model-compression data-free

Updated Apr 7, 2022
Python

NVlabs / DIODE

Official PyTorch implementation of Data-free Knowledge Distillation for Object Detection, WACV 2021.

deep-learning knowledge-distillation data-free

Updated Oct 12, 2021
Jupyter Notebook

illidanlab / ABD

[ICML2023] Revisiting Data-Free Knowledge Distillation with Poisoned Teachers

transfer-learning backdoor-attacks data-free distillation-model

Updated Jul 7, 2024
Python

TsingZ0 / FedL2G

FedL2G: Learning to Guide Local Training in Heterogeneous Federated Learning

lightweight computer-vision resnet heterogeneity meta-learning federated-learning data-free vision-transformer

Updated Nov 11, 2024
Python

hylee817 / datafreeshield

The official implementation of "DataFreeShield: Defending Adversarial Attacks without Training Data" accepted in ICML 2024.

adversarial-attacks adversarial-training adversarial-robustness data-free

Updated Jul 24, 2024
Python

T-Breezy444 / Data-Free-GNN-attack

Implementing data-free attacks on GNNs

hacking gnn data-free

Updated Oct 3, 2024
Python

ghimiredhikura / Awasome-Data-Free-ViT-Pruning

Data-Free-ViT-Pruning

pruning vit data-free no-finetune

Updated May 21, 2024

MILO-GRP / TRM-UAP

[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*

adversarial-attacks data-free universal-adversarial-perturbation

Updated Apr 27, 2024
Python

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