OPTML-Group / Unlearn-Saliency

[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, Dennis Wei, Sijia Liu

https://www.optml-group.com/posts/salun_iclr24

OPTML-Group/Unlearn-Saliency Issues

Cannot reproduce the results of forgetting Imagenette using Stable diffusion
Updated 2 months ago2
The choice of the regularization parameter
Updated 2 months ago1
Unlearning specific concepts in SD
Updated 2 months ago1
FID Computation
Closed 3 months ago1
Unexpected results for DDPM unlearning
Closed 3 months ago2
No module named 'datasets.load'
Closed 3 months ago2
Additional experiment code
Closed 5 months ago5
Can not decrease the foreget acc
Closed 7 months ago5
Erase nudity in Stable diffusion
Closed 9 months ago2
About applying mask in random_label.py
Closed 6 months ago2
Some confusion regarding the retain dataloader in rl.py
Closed 6 months ago3
multi-gpu running error
Closed 7 months ago1
Reproducing Baselines
Closed 7 months ago4
Stable Diffusion Model Inference model weight after Training complete
Closed 7 months ago3
SD/train-scripts /dataset.py from datasets import load_dataset
Closed 7 months ago
download pre-train Resnet on CIFAR 10
Closed 7 months ago22
Can not decrease the foreget acc
Closed 8 months ago1
Cannot reproduce results in your paper with provided weights
Closed 8 months ago3
Regarding GPU Information
Closed 9 months ago1
Train Conditional DDPM on all 10 classes of CIFAR10?
Closed 9 months ago2