Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models

16 December 2022

Papers citing "Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models"

28 / 78 papers shown

Title
Free3D: Consistent Novel View Synthesis without 3D Representation Chuanxia Zheng Andrea Vedaldi 3DV 39 48 0 07 Dec 2023
Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models Jiayi Guo Xingqian Xu Yifan Pu Zanlin Ni Chaofei Wang Manushree Vasu Shiji Song Gao Huang Humphrey Shi DiffM 29 28 0 07 Dec 2023
Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation Hang Li Chengzhi Shen Philip H. S. Torr Volker Tresp Jindong Gu 26 32 0 28 Nov 2023
LEDITS++: Limitless Image Editing using Text-to-Image Models Manuel Brack Felix Friedrich Katharina Kornmeier Linoy Tsaban P. Schramowski Kristian Kersting Apolinário Passos DiffM 32 69 0 28 Nov 2023
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models Rohit Gandikota Joanna Materzyñska Tingrui Zhou Antonio Torralba David Bau DiffM 37 62 0 20 Nov 2023
Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models Shengzhe Zhou Zejian Lee Sheng Zhang Lefan Hou Changyuan Yang Guang Yang Zhiyuan Yang Lingyun Sun DiffM 35 0 0 07 Nov 2023
Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks Luca Scimeca Alexander Rubinstein A. Nicolicioiu Damien Teney Yoshua Bengio DiffM 26 2 0 03 Oct 2023
Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code Xu Ju Ailing Zeng Hao Wang Shaoteng Liu Qiang Xu DiffM 34 67 0 02 Oct 2023
EMOCONV-DIFF: Diffusion-based Speech Emotion Conversion for Non-parallel and In-the-wild Data N. Prabhu Bunlong Lay Simon Welker N. Lehmann-Willenbrock Timo Gerkmann DiffM 19 3 0 14 Sep 2023
The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion Yujin Jeong Won-Wha Ryoo Seunghyun Lee Dabin Seo Wonmin Byeon Sangpil Kim Jinkyu Kim DiffM 24 29 0 08 Sep 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 40 60 0 24 Jul 2023
Zero-Shot Image Harmonization with Generative Model Prior Jianqi Chen Yilan Zhang Zhengxia Zou Keyan Chen Z. Shi DiffM 28 5 0 17 Jul 2023
DIFF-NST: Diffusion Interleaving For deFormable Neural Style Transfer Dan Ruta Gemma Canet Tarrés Andrew Gilbert Eli Shechtman Nicholas I. Kolkin John Collomosse DiffM 19 5 0 09 Jul 2023
Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models Nan Liu Yilun Du Shuang Li J. Tenenbaum Antonio Torralba DiffM CoGe 8 24 0 08 Jun 2023
User-friendly Image Editing with Minimal Text Input: Leveraging Captioning and Injection Techniques Sunwoo Kim Wooseok Jang Hyunsung Kim Junho Kim Yunjey Choi Seung Wook Kim Gayeong Lee DiffM 39 6 0 05 Jun 2023
ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models Yu-xin Zhang Weiming Dong Fan Tang Nisha Huang Haibin Huang Chongyang Ma Tong-Yee Lee Oliver Deussen Changsheng Xu DiffM 29 75 0 25 May 2023
Key-Locked Rank One Editing for Text-to-Image Personalization Yoad Tewel Rinon Gal Gal Chechik Y. Atzmon DiffM 140 168 0 02 May 2023
Not Only Generative Art: Stable Diffusion for Content-Style Disentanglement in Art Analysis Yankun Wu Yuta Nakashima Noa Garcia CoGe DiffM 34 26 0 20 Apr 2023
Improving Diffusion Models for Scene Text Editing with Dual Encoders Jiabao Ji Guanhua Zhang Zhaowen Wang Bairu Hou Zhifei Zhang Brian L. Price Shiyu Chang DiffM 32 29 0 12 Apr 2023
Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis Qiucheng Wu Yujian Liu Handong Zhao T. Bui Zhe-nan Lin Yang Zhang Shiyu Chang DiffM 42 44 0 07 Apr 2023
PARASOL: Parametric Style Control for Diffusion Image Synthesis Gemma Canet Tarrés Dan Ruta Tu Bui John Collomosse DiffM 34 6 0 11 Mar 2023
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval Kexun Zhang Xianjun Yang William Yang Wang Lei Li DiffM 47 8 0 05 Feb 2023
DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models Tao Yang Yuwang Wang Yan Lv Nanning Zh DiffM 30 22 0 31 Jan 2023
SEGA: Instructing Text-to-Image Models using Semantic Guidance Manuel Brack Felix Friedrich Dominik Hintersdorf Lukas Struppek P. Schramowski Kristian Kersting DiffM VLM 25 0 0 28 Jan 2023
One-shot Ultra-high-Resolution Generative Adversarial Network That Synthesizes 16K Images On A Single GPU Junseok Oh Donghwee Yoon Injung Kim 31 1 0 28 Feb 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero F. I. F. Richard Yu Radu Timofte Luc Van Gool DiffM 224 1,355 0 24 Jan 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,591 0 10 Nov 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 282 10,354 0 12 Dec 2018