Universal Guidance for Diffusion Models

14 February 2023

Papers citing "Universal Guidance for Diffusion Models"

45 / 195 papers shown

Title
Elucidating The Design Space of Classifier-Guided Diffusion Generation Jiajun Ma Tianyang Hu Wenjia Wang Jiacheng Sun 25 9 0 17 Oct 2023
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts Hanan Gani Shariq Farooq Bhat Muzammal Naseer Salman Khan Peter Wonka DiffM 42 37 0 16 Oct 2023
R&B: Region and Boundary Aware Zero-shot Grounded Text-to-image Generation Jiayu Xiao Henglei Lv Liang Li Shuhui Wang Qingming Huang DiffM 24 20 0 13 Oct 2023
Latent Diffusion Counterfactual Explanations Karim Farid Simon Schrodi Max Argus Thomas Brox DiffM 33 11 0 10 Oct 2023
Magicremover: Tuning-free Text-guided Image inpainting with Diffusion Models Si-hang Yang Lu Zhang Liqian Ma Yu Liu JingJing Fu You He DiffM 17 11 0 04 Oct 2023
Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis Nithin Gopalakrishnan Nair A. Cherian Suhas Lohit Ye Wang T. Koike-Akino Vishal M. Patel Tim K. Marks DiffM 28 17 0 30 Sep 2023
Directly Fine-Tuning Diffusion Models on Differentiable Rewards Amita Gajewar Paul Vicol G. Bansal David J Fleet 16 145 0 29 Sep 2023
Generative Image Dynamics Zhengqi Li Richard Tucker Noah Snavely Aleksander Holynski DiffM 29 63 0 14 Sep 2023
A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions Tianyi Zhang Zheng Wang Jin Huang M. M. Tasnim Wei Shi VLM 11 21 0 25 Aug 2023
Dense Text-to-Image Generation with Attention Modulation Yunji Kim Jiyoung Lee Jin-Hwa Kim Jung-Woo Ha Jun-Yan Zhu DiffM 36 134 0 24 Aug 2023
Don't be so negative! Score-based Generative Modeling with Oracle-assisted Guidance Saeid Naderiparizi Xiaoxuan Liang Berend Zwartsenberg Frank D. Wood DiffM 13 4 0 31 Jul 2023
BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion Jinheng Xie Yuexiang Li Yawen Huang Haozhe Liu Wentian Zhang Yefeng Zheng Mike Zheng Shou DiffM 34 192 0 20 Jul 2023
HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models Nataniel Ruiz Yuanzhen Li Varun Jampani Wei Wei Tingbo Hou Yael Pritch Neal Wadhwa Michael Rubinstein Kfir Aberman DiffM 25 172 0 13 Jul 2023
Censored Sampling of Diffusion Models Using 3 Minutes of Human Feedback Taeho Yoon Kibeom Myoung Keon Lee Jaewoong Cho Albert No Ernest K. Ryu 10 7 0 06 Jul 2023
DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models Chong Mou Xintao Wang Jie Song Ying Shan Jian Andrew Zhang DiffM 36 141 0 05 Jul 2023
Practical and Asymptotically Exact Conditional Sampling in Diffusion Models Luhuan Wu Brian L. Trippe C. A. Naesseth David M. Blei John P. Cunningham DiffM 26 77 0 30 Jun 2023
Counting Guidance for High Fidelity Text-to-Image Synthesis Wonjune Kang Kevin Galim H. Koo Nam Ik Cho DiffM 26 7 0 30 Jun 2023
Generate Anything Anywhere in Any Scene Yuheng Li Haotian Liu Yangming Wen Yong Jae Lee DiffM 30 12 0 29 Jun 2023
DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing Yujun Shi Chuhui Xue Jun Hao Liew Jiachun Pan Hanshu Yan Wenqing Zhang Vincent Y. F. Tan Song Bai 19 200 0 26 Jun 2023
Zero-shot spatial layout conditioning for text-to-image diffusion models Guillaume Couairon Marlene Careil Matthieu Cord Stéphane Lathuilière Jakob Verbeek VLM 14 63 0 23 Jun 2023
Drag-guided diffusion models for vehicle image generation Nikos Arechiga Frank Permenter Binyang Song Chenyang Yuan DiffM 26 12 0 16 Jun 2023
Diffusion in Diffusion: Cyclic One-Way Diffusion for Text-Vision-Conditioned Generation Ruoyu Wang Yongqi Yang Zhihao Qian Ye Zhu Yuehua Wu DiffM 17 13 0 14 Jun 2023
Grounded Text-to-Image Synthesis with Attention Refocusing Quynh Phung Songwei Ge Jia-Bin Huang DiffM 18 104 0 08 Jun 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang G. Koulieris Hubert P. H. Shum DiffM 27 52 0 07 Jun 2023
Improving Diffusion-based Image Translation using Asymmetric Gradient Guidance Gihyun Kwon Jong Chul Ye DiffM 18 2 0 07 Jun 2023
Diffusion Self-Guidance for Controllable Image Generation Dave Epstein Allan Jabri Ben Poole Alexei A. Efros Aleksander Holynski 11 243 0 01 Jun 2023
SAVE: Spectral-Shift-Aware Adaptation of Image Diffusion Models for Text-driven Video Editing Nazmul Karim Umar Khalid M. Joneidi Chen Chen Nazanin Rahnavard DiffM VGen 19 5 0 30 May 2023
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation Marco Bellagente Manuel Brack H. Teufel Felix Friedrich Bjorn Deiseroth ... Koen Oostermeijer Andres Felipe Cruz Salinas P. Schramowski Kristian Kersting Samuel Weinbach 36 15 0 24 May 2023
Training Diffusion Models with Reinforcement Learning Kevin Black Michael Janner Yilun Du Ilya Kostrikov Sergey Levine EGVM 39 313 0 22 May 2023
MaGIC: Multi-modality Guided Image Completion Yongsheng Yu Hao Wang Tiejian Luo Hengrui Fan Libo Zhang 11 12 0 19 May 2023
Learning to Evaluate the Artness of AI-generated Images Junyu Chen Jie An Hanjia Lyu Christopher Kanan Jiebo Luo EGVM 19 12 0 08 May 2023
Expressive Text-to-Image Generation with Rich Text Songwei Ge Taesung Park Jun-Yan Zhu Jia-Bin Huang DiffM 77 79 0 13 Apr 2023
Control3Diff: Learning Controllable 3D Diffusion Models from Single-view Images Jiatao Gu Qingzhe Gao Shuangfei Zhai Baoquan Chen Lingjie Liu J. Susskind 28 29 0 13 Apr 2023
Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation Jaemin Cho Linjie Li Zhengyuan Yang Zhe Gan Lijuan Wang Mohit Bansal EGVM 6 5 0 13 Apr 2023
DreamPose: Fashion Image-to-Video Synthesis via Stable Diffusion J. Karras Aleksander Holynski Ting-Chun Wang Ira Kemelmacher-Shlizerman DiffM VGen 10 136 0 12 Apr 2023
Training-Free Layout Control with Cross-Attention Guidance Minghao Chen Iro Laina Andrea Vedaldi DiffM 124 221 0 06 Apr 2023
MDP: A Generalized Framework for Text-Guided Image Editing by Manipulating the Diffusion Path Qian Wang Biao Zhang Michael Birsak Peter Wonka DiffM 24 17 0 29 Mar 2023
End-to-End Diffusion Latent Optimization Improves Classifier Guidance Bram Wallace Akash Gokul Stefano Ermon Nikhil Naik 116 70 0 23 Mar 2023
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning Ligong Han Yinxiao Li Han Zhang P. Milanfar Dimitris N. Metaxas Feng Yang DiffM 36 270 0 20 Mar 2023
FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model Jiwen Yu Yinhuai Wang Chen Zhao Bernard Ghanem Jian Zhang DiffM 11 166 0 17 Mar 2023
Unlimited-Size Diffusion Restoration Yinhuai Wang Jiwen Yu Runyi Yu Jian Zhang 40 15 0 01 Mar 2023
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 214 175 0 30 Jun 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 171 772 0 27 May 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 204 774 0 27 Jan 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 211 1,353 0 24 Jan 2022