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Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models

26 March 2025

Papers citing "Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models"

50 / 56 papers shown

Title
Domain Guidance: A Simple Transfer Approach for a Pre-trained Diffusion Model Jincheng Zhong Xiangcheng Zhang Jianmin Wang Mingsheng Long 79 1 0 02 Apr 2025
Diffusion Soup: Model Merging for Text-to-Image Diffusion Models Benjamin Biggs Arjun Seshadri Yang Zou Achin Jain Aditya Golatkar Yusheng Xie Alessandro Achille Ashwin Swaminathan Stefano Soatto MoMe DiffM 92 13 0 12 Jun 2024
Guiding a Diffusion Model with a Bad Version of Itself Tero Karras M. Aittala Tuomas Kynkaanniemi J. Lehtinen Timo Aila S. Laine 118 89 0 04 Jun 2024
Images that Sound: Composing Images and Sounds on a Single Canvas Ziyang Chen Daniel Geng Andrew Owens DiffM 140 9 0 20 May 2024
Factorized Diffusion: Perceptual Illusions by Noise Decomposition Daniel Geng Inbum Park Andrew Owens DiffM 130 16 0 17 Apr 2024
MaxFusion: Plug&Play Multi-Modal Generation in Text-to-Image Diffusion Models Nithin Gopalakrishnan Nair Jeya Maria Jose Valanarasu Vishal M. Patel MoMe 81 7 0 15 Apr 2024
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models Tuomas Kynkaanniemi M. Aittala Tero Karras S. Laine Timo Aila J. Lehtinen 69 80 0 11 Apr 2024
Self-Rectifying Diffusion Sampling with Perturbed-Attention Guidance Donghoon Ahn Hyoungwon Cho Jaewon Min Wooseok Jang Jungwoo Kim SeonHwa Kim Hyun Hee Park Kyong Hwan Jin Seungryong Kim DiffM 72 36 0 26 Mar 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 228 103 0 27 Feb 2024
Compositional Generative Modeling: A Single Model is Not All You Need Yilun Du L. Kaelbling PINN GAN 118 25 0 02 Feb 2024
Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models Daniel Geng Inbum Park Andrew Owens DiffM 82 30 0 29 Nov 2023
VBench: Comprehensive Benchmark Suite for Video Generative Models Ziqi Huang Yinan He Jiashuo Yu Fan Zhang Chenyang Si ... Xinyuan Chen Limin Wang Dahua Lin Yu Qiao Ziwei Liu VGen 198 451 0 29 Nov 2023
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets A. Blattmann Tim Dockhorn Sumith Kulal Daniel Mendelevitch Maciej Kilian ... Zion English Vikram S. Voleti Adam Letts Varun Jampani Robin Rombach VGen 287 1,188 0 25 Nov 2023
VideoCrafter1: Open Diffusion Models for High-Quality Video Generation Haoxin Chen Menghan Xia Yin-Yin He Yong Zhang Xiaodong Cun ... Yaofang Liu Qifeng Chen Xintao Wang Chao-Liang Weng Ying Shan DiffM 79 312 0 30 Oct 2023
Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model Ruoxi Shi Hansheng Chen Zhuoyang Zhang Minghua Liu Chao Xu Xinyue Wei Linghao Chen Chong Zeng Hao Su VLM 76 371 0 23 Oct 2023
DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors Jinbo Xing Menghan Xia Yong Zhang Haoxin Chen Wangbo Yu Hanyuan Liu Xintao Wang Tien-Tsin Wong Ying Shan VGen 111 256 0 18 Oct 2023
PixArt- $α$ : Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis Junsong Chen Jincheng Yu Chongjian Ge Lewei Yao Enze Xie ... Zhongdao Wang James T. Kwok Ping Luo Huchuan Lu Zhenguo Li DiffM 107 460 0 30 Sep 2023
Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation David Junhao Zhang Jay Zhangjie Wu Jia-Wei Liu Rui Zhao L. Ran Yuchao Gu Difei Gao Mike Zheng Shou DiffM VGen 109 222 0 27 Sep 2023
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining Haohe Liu Yiitan Yuan Xubo Liu Xinhao Mei Qiuqiang Kong Qiao Tian Yuping Wang Wenwu Wang Yuxuan Wang Mark D. Plumbley DiffM 118 246 0 10 Aug 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 269 2,450 0 04 Jul 2023
Simple and Controllable Music Generation Jade Copet Felix Kreuk Itai Gat Tal Remez David Kant Gabriel Synnaeve Yossi Adi Alexandre Défossez MGen 136 377 0 08 Jun 2023
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models G. Stein Jesse C. Cresswell Rasa Hosseinzadeh Yi Sui Brendan Leigh Ross Valentin Villecroze Zhaoyan Liu Anthony L. Caterini J. E. T. Taylor Gabriel Loaiza-Ganem EGVM 145 108 0 07 Jun 2023
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models Yuchao Gu Xintao Wang Jay Zhangjie Wu Yujun Shi Yunpeng Chen ... Shuning Chang Wei Wu Yixiao Ge Ying Shan Mike Zheng Shou DiffM 138 177 0 29 May 2023
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation Yuval Kirstain Adam Polyak Uriel Singer Shahbuland Matiana Joe Penna Omer Levy EGVM 231 417 0 02 May 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 224 1,104 0 18 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 399 3,514 0 14 Apr 2023
DiffCollage: Parallel Generation of Large Content with Diffusion Models Qinsheng Zhang Jiaming Song Xun Huang Yongxin Chen Xuan Li DiffM 98 83 0 30 Mar 2023
Zero-1-to-3: Zero-shot One Image to 3D Object Ruoshi Liu Rundi Wu Basile Van Hoorick P. Tokmakov Sergey Zakharov Carl Vondrick DiffM 150 1,109 0 20 Mar 2023
Erasing Concepts from Diffusion Models Rohit Gandikota Joanna Materzyñska Jaden Fiotto-Kaufman David Bau DiffM 110 312 0 13 Mar 2023
Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC Yilun Du Conor Durkan Robin Strudel J. Tenenbaum Sander Dieleman Rob Fergus Jascha Narain Sohl-Dickstein Arnaud Doucet Will Grathwohl DiffM 127 148 0 22 Feb 2023
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation Omer Bar-Tal Lior Yariv Y. Lipman Tali Dekel 84 393 1 16 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 184 4,180 1 10 Feb 2023
Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models Rongjie Huang Jia-Bin Huang Dongchao Yang Yi Ren Luping Liu Mingze Li Zhenhui Ye Jinglin Liu Xiaoyue Yin Zhou Zhao DiffM 233 344 0 30 Jan 2023
GLIGEN: Open-Set Grounded Text-to-Image Generation Yuheng Li Haotian Liu Qingyang Wu Fangzhou Mu Jianwei Yang Jianfeng Gao Chunyuan Li Yong Jae Lee VLM 136 602 1 17 Jan 2023
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 124 2,436 0 19 Dec 2022
InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks Aleksander Holynski Alexei A. Efros DiffM 215 1,835 0 17 Nov 2022
Versatile Diffusion: Text, Images and Variations All in One Diffusion Model Xingqian Xu Zhangyang Wang Eric Zhang Kai Wang Humphrey Shi DiffM 141 198 0 15 Nov 2022
Improving Sample Quality of Diffusion Models Using Self-Attention Guidance Susung Hong Gyuseong Lee Wooseok Jang Seung Wook Kim DiffM 107 105 0 03 Oct 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 196 3,978 0 26 Jul 2022
Compositional Visual Generation with Composable Diffusion Models Nan Liu Shuang Li Yilun Du Antonio Torralba J. Tenenbaum DiffM CoGe 202 529 0 03 Jun 2022
Elucidating the Design Space of Diffusion-Based Generative Models Tero Karras M. Aittala Timo Aila S. Laine DiffM 239 2,034 0 01 Jun 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 469 6,083 0 23 May 2022
Google Scanned Objects: A High-Quality Dataset of 3D Scanned Household Items Laura Downs Anthony G. Francis Nate Koenig Brandon Kinman R. Hickman Krista Reymann T. B. McHugh Vincent Vanhoucke LM&Ro 114 500 0 25 Apr 2022
Video Diffusion Models Jonathan Ho Tim Salimans Alexey A. Gritsenko William Chan Mohammad Norouzi David J. Fleet DiffM VGen 230 1,642 0 07 Apr 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 520 15,788 0 20 Dec 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 310 7,971 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 173 1,589 0 18 Apr 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 385 6,592 0 26 Nov 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 304 7,500 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 788 18,408 0 19 Jun 2020