OPTML-Group / UnlearnCanvasLinks
[NeurIPS 2024 D&B Track] UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Chongyu Fan, Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jiancheng Liu, Gaoyuan Zhang, Gaowen Liu, Ramana Kompella, Xiaoming Liu, Sijia Liu
☆77Updated 11 months ago
Alternatives and similar repositories for UnlearnCanvas
Users that are interested in UnlearnCanvas are comparing it to the libraries listed below
Sorting:
- Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Model…☆49Updated 11 months ago
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆86Updated 8 months ago
- [CVPR'24 Oral] Metacloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning☆29Updated 11 months ago
- The official implementation of the paper "Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models" (ICML 2023 Wor…☆21Updated last year
- Official repo for Detecting, Explaining, and Mitigating Memorization in Diffusion Models (ICLR 2024)☆76Updated last year
- ☆38Updated 2 years ago
- 🛡️[ICLR'2024] Toward effective protection against diffusion-based mimicry through score distillation, a.k.a SDS-Attack☆56Updated last year
- ☆13Updated 8 months ago
- Official Pytorch repo of CVPR'23 and NeurIPS'23 papers on understanding replication in diffusion models.☆113Updated last year
- [ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation…☆137Updated 5 months ago
- ☆64Updated last year
- Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models, 2023☆133Updated last week
- [ICML 2024] Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts (Official Pytorch Implementati…☆48Updated 11 months ago
- PDM-based Purifier☆22Updated 11 months ago
- Code of the paper: Finetuning Text-to-Image Diffusion Models for Fairness☆44Updated last year
- Code for the paper - ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning☆19Updated last year
- ☆35Updated 9 months ago
- A collection of resources on attacks and defenses targeting text-to-image diffusion models☆77Updated 7 months ago
- ☆28Updated last year
- ☆30Updated 6 months ago
- [ICML 2025] Unlearning in Diffusion Models using Sparse Autoencoders☆41Updated 2 weeks ago
- Code of the paper: A Recipe for Watermarking Diffusion Models☆152Updated 11 months ago
- ☆21Updated 2 years ago
- Unified Concept Editing in Diffusion Models☆166Updated 3 weeks ago
- Official Implementation of Safe Latent Diffusion for Text2Image☆90Updated 2 years ago
- [CVPR 2024] official code for SimAC☆22Updated 9 months ago
- List of T2I safety papers, updated daily, welcome to discuss using Discussions☆65Updated last year
- DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing (ICLR 2025)☆35Updated 5 months ago
- [CVPR 2024] Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation☆46Updated last year
- ☆33Updated last year