Responsible Diffusion Models via Constraining Text Embeddings within Safe Regions

21 May 2025

Papers citing "Responsible Diffusion Models via Constraining Text Embeddings within Safe Regions"

9 / 9 papers shown

Title
Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression Yiwei Xie Ping Liu Zheng Zhang 142 0 0 26 May 2025
ORES: Open-vocabulary Responsible Visual Synthesis Minheng Ni Chenfei Wu Xiaodong Wang Sheng-Siang Yin Lijuan Wang Zicheng Liu Nan Duan DiffM 75 9 0 26 Aug 2023
Degeneration-Tuning: Using Scrambled Grid shield Unwanted Concepts from Stable Diffusion Zixuan Ni Longhui Wei Jiacheng Li Siliang Tang Yueting Zhuang Qi Tian DiffM 98 22 0 02 Aug 2023
Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry Yong-Hyun Park Mingi Kwon J. Choi Junghyo Jo Youngjung Uh DiffM 122 72 0 24 Jul 2023
Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models Alvin Heng Harold Soh VLM KELM DiffM 91 113 0 17 May 2023
Concept Algebra for (Score-Based) Text-Controlled Generative Models Zihao Wang Lin Gui Jeffrey Negrea Victor Veitch CoGe DiffM 90 41 0 07 Feb 2023
Can Machines Help Us Answering Question 16 in Datasheets, and In Turn Reflecting on Inappropriate Content? P. Schramowski Christopher Tauchmann Kristian Kersting FaML 103 100 0 14 Feb 2022
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 314 8,006 0 11 May 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi CLIP 211 1,594 0 18 Apr 2021