SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders

29 January 2025

Papers citing "SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders"

5 / 5 papers shown

Title
Emergence and Evolution of Interpretable Concepts in Diffusion Models Berk Tinaz Zalan Fabian Mahdi Soltanolkotabi DiffM 14 0 0 21 Apr 2025
Set You Straight: Auto-Steering Denoising Trajectories to Sidestep Unwanted Concepts Leyang Li Shilin Lu Yan Ren A. Kong DiffM 40 0 0 17 Apr 2025
ACE: Attentional Concept Erasure in Diffusion Models Finn Carter DiffM 49 0 0 16 Apr 2025
Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models Mateusz Pach Shyamgopal Karthik Quentin Bouniot Serge Belongie Zeynep Akata VLM 54 0 0 03 Apr 2025
SAUCE: Selective Concept Unlearning in Vision-Language Models with Sparse Autoencoders Qing Li Jiahui Geng Derui Zhu Fengyu Cai Chenyang Lyu Fakhri Karray MU 41 0 0 16 Mar 2025