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GitHub / 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
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OPTML-Group%2FUnlearn-Saliency
Stars: 71
Forks: 6
Open Issues: 0
License: mit
Language: Python
Repo Size: 7.89 MB
Dependencies:
90
Created: 8 months ago
Updated: 17 days ago
Last pushed: 17 days ago
Last synced: 17 days ago
Topics: data-deletion, data-privacy, data-removal, diffusion, diffusion-models, forgetting, generative-model, machine-unlearning, membership-inference, membership-inference-attack, unlearning
Files
Dependencies
- Pillow ==10.0.0
- datasets ==2.13.1
- lmdb ==1.4.1
- matplotlib ==3.7.1
- numpy ==1.25.0
- scikit_learn ==1.3.0
- six ==1.16.0
- torch ==2.0.1
- torchvision ==0.15.2
- tqdm ==4.65.0
- Jinja2 ==3.1.2
- Markdown ==3.4.3
- MarkupSafe ==2.1.2
- Pillow ==9.5.0
- PyYAML ==6.0
- Werkzeug ==2.3.4
- absl-py ==1.4.0
- astunparse ==1.6.3
- cachetools ==5.3.0
- certifi ==2023.5.7
- charset-normalizer ==3.1.0
- cmake ==3.26.3
- contourpy ==1.0.7
- cycler ==0.11.0
- einops ==0.6.1
- filelock ==3.12.0
- flatbuffers ==23.5.9
- fonttools ==4.39.4
- gast ==0.4.0
- google-auth ==2.18.1
- google-auth-oauthlib ==1.0.0
- google-pasta ==0.2.0
- grpcio ==1.54.2
- h5py ==3.8.0
- idna ==3.4
- importlib-metadata ==6.6.0
- importlib-resources ==5.12.0
- jax ==0.4.10
- keras ==2.12.0
- kiwisolver ==1.4.4
- libclang ==16.0.0
- lit ==16.0.5
- matplotlib ==3.7.1
- ml-dtypes ==0.1.0
- mpmath ==1.3.0
- networkx ==3.1
- numpy ==1.23.5
- nvidia-cublas-cu11 ==11.10.3.66
- nvidia-cuda-cupti-cu11 ==11.7.101
- nvidia-cuda-nvrtc-cu11 ==11.7.99
- nvidia-cuda-runtime-cu11 ==11.7.99
- nvidia-cudnn-cu11 ==8.5.0.96
- nvidia-cufft-cu11 ==10.9.0.58
- nvidia-curand-cu11 ==10.2.10.91
- nvidia-cusolver-cu11 ==11.4.0.1
- nvidia-cusparse-cu11 ==11.7.4.91
- nvidia-nccl-cu11 ==2.14.3
- nvidia-nvtx-cu11 ==11.7.91
- oauthlib ==3.2.2
- opencv-python ==4.7.0.72
- opt-einsum ==3.3.0
- packaging ==23.1
- pip ==23.1.2
- protobuf ==4.23.1
- pyasn1 ==0.5.0
- pyasn1-modules ==0.3.0
- pyparsing ==3.0.9
- python-dateutil ==2.8.2
- requests ==2.30.0
- requests-oauthlib ==1.3.1
- rsa ==4.9
- scipy ==1.10.1
- setuptools ==67.7.2
- six ==1.16.0
- sympy ==1.12
- tensorboard ==2.12.3
- tensorboard-data-server ==0.7.0
- tensorflow ==2.12.0
- tensorflow-estimator ==2.12.0
- tensorflow-io-gcs-filesystem ==0.32.0
- termcolor ==2.3.0
- torch ==2.0.1
- torchvision ==0.15.2
- tqdm ==4.65.0
- triton ==2.0.0
- typing_extensions ==4.5.0
- urllib3 ==1.26.15
- wheel ==0.40.0
- wrapt ==1.14.1
- zipp ==3.15.0