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[NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu

Python 65 7 Updated Mar 12, 2024

Generate 3D objects conditioned on text or images

Python 11,720 954 Updated Jun 22, 2024

Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"

Python 25 5 Updated Jul 9, 2022

Unsupervised Image-to-Image Translation with Self-Attention Networks Official PyTorch Implementation (IEEE BigComp 2020, This paper has been accepted as a REGULAR paper presented at IEEE Internatio…

Python 20 6 Updated Mar 2, 2020

Lime: Explaining the predictions of any machine learning classifier

JavaScript 11,676 1,815 Updated Jul 25, 2024

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

Python 2,615 342 Updated Jul 25, 2023

The Official PyTorch Implementation of "VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models" (ICLR 2021 spotlight paper)

Python 53 6 Updated Oct 5, 2022

[ICML 2023] official implementation for "Input Perturbation Reduces Exposure Bias in Diffusion Models"

Python 101 9 Updated Oct 14, 2024

Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"

Python 192 25 Updated Aug 15, 2022

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

Jupyter Notebook 918 114 Updated Aug 27, 2019

JAX implementation of VQGAN

Python 90 28 Updated Jul 9, 2022

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

Python 1,024 180 Updated Feb 12, 2021

The author's officially unofficial PyTorch BigGAN implementation.

Python 2,879 482 Updated Jul 19, 2023

Open reproduction of MUSE for fast text2image generation.

Python 338 28 Updated Jun 1, 2024

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

Python 26,763 5,502 Updated Dec 23, 2024

Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"

Python 435 88 Updated Apr 28, 2023

Official PyTorch implementation for paper: Diffusion-GAN: Training GANs with Diffusion

Python 632 68 Updated Mar 27, 2023

Erasing data from machine learning models! ✏️

Python 11 Updated Sep 16, 2020

Awesome Machine Unlearning (A Survey of Machine Unlearning)

Jupyter Notebook 758 55 Updated Sep 18, 2024

ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。

53,364 13,547 Updated Jul 30, 2024

pytorch structural similarity (SSIM) loss

Python 1,903 369 Updated Feb 22, 2024

Code related to the paper "Machine Unlearning of Features and Labels"

Jupyter Notebook 68 8 Updated Feb 13, 2024

Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch

Python 1,663 277 Updated Feb 15, 2023

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Python 3,442 343 Updated Aug 9, 2024

PyTorch implementations of Generative Adversarial Networks.

Python 16,590 4,089 Updated Jun 18, 2024

From Gradient Leakage to Adversarial Attacks in Federated Learning

Jupyter Notebook 14 2 Updated Sep 21, 2021

Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)

Python 48 5 Updated May 20, 2022
Python 13 2 Updated Sep 8, 2021

A Collection of Variational Autoencoders (VAE) in PyTorch.

Python 6,800 1,080 Updated Jun 13, 2024
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