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

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

25 March 2024

Michael Neumayr

Björn Ommer

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

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Title
MARBLE: Material Recomposition and Blending in CLIP-Space Ta-Ying Cheng Prafull Sharma Mark Boss Varun Jampani DiffM 100 0 0 05 Jun 2025
"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 80 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 491 0 0 15 Mar 2025
One-Step is Enough: Sparse Autoencoders for Text-to-Image Diffusion Models Viacheslav Surkov Chris Wendler Antonio Mari Mikhail Terekhov Justin Deschenaux Robert West Çağlar Gülçehre David Bau VLM 128 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 Joey Tianyi Zhou 144 23 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 110 11 0 30 Sep 2024
Interpreting the Weight Space of Customized Diffusion Models Amil Dravid Yossi Gandelsman Kuan-Chieh Wang Rameen Abdal Gordon Wetzstein Alexei A. Efros Kfir Aberman 98 12 0 13 Jun 2024
Discovery and Expansion of New Domains within Diffusion Models Ye Zhu Yu Wu Duo Xu Zhiwei Deng Yan Yan Olga Russakovsky DiffM 74 1 0 13 Oct 2023