Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions

Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions

25 March 2024

Michael Neumayr

Björn Ommer

Papers citing "Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions"

10 / 10 papers shown

Title
"I Know It When I See It": Mood Spaces for Connecting and Expressing Visual Concepts Huzheng Yang Katherine Xu Michael D. Grossberg Yutong Bai Jianbo Shi 26 0 0 21 Apr 2025
Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder Wonwoong Cho Yan-Ying Chen M. Klenk David I. Inouye Yanxia Zhang DiffM 66 0 0 15 Mar 2025
Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders Viacheslav Surkov Chris Wendler Mikhail Terekhov Justin Deschenaux Robert West Çağlar Gülçehre VLM 38 13 0 28 Oct 2024
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation Jaehong Yoon Shoubin Yu Vaidehi Patil Huaxiu Yao Mohit Bansal 59 14 0 16 Oct 2024
Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function Chenyi Zhuang Ying Hu Pan Gao DiffM VLM 31 12 0 30 Sep 2024
Interpreting the Weight Space of Customized Diffusion Models Amil Dravid Yossi Gandelsman Kuan-Chieh Jackson Wang Rameen Abdal Gordon Wetzstein Alexei A. Efros Kfir Aberman 31 9 0 13 Jun 2024
Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models Senmao Li J. Weijer Taihang Hu Fahad Shahbaz Khan Qibin Hou Yaxing Wang Jian Yang DiffM 34 27 0 08 Feb 2024
Discovery and Expansion of New Domains within Diffusion Models Ye Zhu Yu Wu Duo Xu Zhiwei Deng Yan Yan Olga Russakovsky DiffM 17 1 0 13 Oct 2023
Multi-Concept T2I-Zero: Tweaking Only The Text Embeddings and Nothing Else Hazarapet Tunanyan Dejia Xu Shant Navasardyan Zhangyang Wang Humphrey Shi DiffM 69 7 0 11 Oct 2023
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018