Textual Inversion

TEXTure: Text-Guided Texturing of 3D Shapes

Elad Richardson, Gal Metzer, Yuval Alaluf, Raja Giryes, Daniel Cohen-Or

Conference SIGGRAPH 2023 Neural & Generative
Diffusion Model Texture Synthesis Text-to-3D Depth-Conditioned Generation Textual Inversion

Motion Inversion for Video Customization

Luozhou Wang, Ziyang Mai, Guibao Shen, Yixun Liang, Xin Tao, Pengfei Wan, Di Zhang, Yijun Li, Ying-Cong Chen

Conference SIGGRAPH 2025 Image & Video
Motion Customization Video Generation Diffusion Model Textual Inversion Temporal Attention

Reenact Anything: Semantic Video Motion Transfer Using Motion-Textual Inversion

Manuel Kansy, Jacek Naruniec, Christopher Schroers, Markus Gross, Romann M. Weber

Conference SIGGRAPH 2025 Image & Video
Video Generation Motion Transfer Diffusion Model Textual Inversion Image-to-Video

A Neural Space-Time Representation for Text-to-Image Personalization

Yuval Alaluf, Elad Richardson, Gal Metzer, Daniel Cohen-Or

Journal meta-only SIGGRAPH Asia 2023 Neural & Generative
Text-to-Image Personalization Diffusion Model Textual Inversion Neural Representation

Break-A-Scene: Extracting Multiple Concepts from a Single Image

Omri Avrahami, Kfir Aberman, Ohad Fried, Daniel Cohen-Or, Dani Lischinski

Conference SIGGRAPH Asia 2023 Neural & Generative
Diffusion Model Personalization Textual Inversion Concept Extraction Cross-Attention Text-to-Image

Concept Decomposition for Visual Exploration and Inspiration

Yael Vinker, Andrey Voynov, Daniel Cohen-Or, Ariel Shamir

Journal SIGGRAPH Asia 2023 Neural & Generative
Diffusion Model Textual Inversion Text-to-Image Concept Decomposition CLIP

ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models

Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Oliver Deussen, Changsheng Xu

Journal SIGGRAPH Asia 2023 Neural & Generative
Diffusion Model Personalization Textual Inversion Text-to-Image Attribute Disentanglement

Dance-to-Music Generation with Encoder-based Textual Inversion

Sifei Li, Weiming Dong, Yuxin Zhang, Fan Tang, Chongyang Ma, Oliver Deussen, Tong-Yee Lee, Changsheng Xu

Conference SIGGRAPH Asia 2024 Neural & Generative
Dance-to-Music Textual Inversion Diffusion Model Text-to-Music Rhythm