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Elucidating the Design Space of Diffusion-Based Generative Models

1 June 2022

Papers citing "Elucidating the Design Space of Diffusion-Based Generative Models"

50 / 1,449 papers shown

Title
On Accelerating Diffusion-Based Sampling Process via Improved Integration Approximation Guoqiang Zhang Niwa Kenta W. Kleijn DiffM 85 8 0 22 Apr 2023
Synthetic Data from Diffusion Models Improves ImageNet Classification Shekoofeh Azizi Simon Kornblith Chitwan Saharia Mohammad Norouzi David J. Fleet VLM DiffM 133 316 0 17 Apr 2023
Memory Efficient Diffusion Probabilistic Models via Patch-based Generation Shinei Arakawa Hideki Tsunashima Daichi Horita Keitaro Tanaka Shigeo Morishima DiffM 55 3 0 14 Apr 2023
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models Riccardo Corvi D. Cozzolino Giovanni Poggi Koki Nagano L. Verdoliva DiffM 122 95 0 13 Apr 2023
Exploring Diffusion Models for Unsupervised Video Anomaly Detection Anil Osman Tur Nicola Dall’Asen Cigdem Beyan Elisa Ricci DiffM VGen 109 37 0 12 Apr 2023
Modeling and design of heterogeneous hierarchical bioinspired spider web structures using generative deep learning and additive manufacturing Wei Lu Nicolas A. Lee Markus J. Buehler AI4CE 60 1 0 11 Apr 2023
Reflected Diffusion Models Aaron Lou Stefano Ermon 113 56 0 10 Apr 2023
DDRF: Denoising Diffusion Model for Remote Sensing Image Fusion Zihan Cao Shiqi Cao Xiao Wu Junming Hou Ran Ran Liang-Jian Deng DiffM 83 16 0 10 Apr 2023
Towards Real-time Text-driven Image Manipulation with Unconditional Diffusion Models Nikita Starodubcev Dmitry Baranchuk Valentin Khrulkov Artem Babenko DiffM 108 4 0 10 Apr 2023
A Comprehensive Survey on Knowledge Distillation of Diffusion Models Weijian Luo DiffM MedIm 110 38 0 09 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 Lin Yang Zhang Shiyu Chang DiffM 97 46 0 07 Apr 2023
GenPhys: From Physical Processes to Generative Models Ziming Liu Di Luo Yilun Xu Tommi Jaakkola M. Tegmark AI4CE 68 16 0 05 Apr 2023
Generative Novel View Synthesis with 3D-Aware Diffusion Models E. R. Chan Koki Nagano Matthew A. Chan Alexander W. Bergman Jeong Joon Park Axel Levy M. Aittala Shalini De Mello Tero Karras Gordon Wetzstein DiffM 107 241 0 05 Apr 2023
Goal-Conditioned Imitation Learning using Score-based Diffusion Policies Moritz Reuss M. Li Xiaogang Jia Rudolf Lioutikov DiffM 178 176 0 05 Apr 2023
DiffCollage: Parallel Generation of Large Content with Diffusion Models Qinsheng Zhang Jiaming Song Xun Huang Yongxin Chen Xuan Li DiffM 113 85 0 30 Mar 2023
MDP: A Generalized Framework for Text-Guided Image Editing by Manipulating the Diffusion Path Qian Wang Biao Zhang Michael Birsak Peter Wonka DiffM 49 19 0 29 Mar 2023
HoloDiffusion: Training a 3D Diffusion Model using 2D Images Animesh Karnewar Andrea Vedaldi David Novotny Niloy Mitra 114 111 0 29 Mar 2023
Visual Chain-of-Thought Diffusion Models William Harvey Frank Wood DiffM VLM 84 8 0 28 Mar 2023
Debiasing Scores and Prompts of 2D Diffusion for View-consistent Text-to-3D Generation Susung Hong Donghoon Ahn Seungryong Kim DiffM 79 25 0 27 Mar 2023
Training-free Content Injection using h-space in Diffusion Models Jaeseok Jeong Mingi Kwon Youngjung Uh DiffM 108 29 0 27 Mar 2023
MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer Shanghua Gao Pan Zhou Mingg-Ming Cheng Shuicheng Yan DiffM 232 171 0 25 Mar 2023
Medical diffusion on a budget: textual inversion for medical image generation B. D. Wilde A. Saha R. T. Broek Henkjan Huisman DiffM MedIm 102 17 0 23 Mar 2023
Controllable Inversion of Black-Box Face Recognition Models via Diffusion Manuel Kansy Anton Raël Graziana Mignone Jacek Naruniec Christopher Schroers Markus Gross Romann M. Weber DiffM 144 20 0 23 Mar 2023
Pix2Video: Video Editing using Image Diffusion Duygu Ceylan C. Huang Niloy J. Mitra DiffM VGen 164 262 0 22 Mar 2023
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis Hadrien Reynaud Mengyun Qiao Mischa Dombrowski Thomas Day Reza Razavi Alberto Gómez Paul Leeson Bernhard Kainz DiffM VGen MedIm 87 23 0 22 Mar 2023
DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models Weijia Wu Yuzhong Zhao Mike Zheng Shou Hong Zhou Chunhua Shen 139 148 0 21 Mar 2023
A Recipe for Watermarking Diffusion Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Ngai-Man Cheung Min Lin WIGM 103 124 0 17 Mar 2023
Denoising Diffusion Autoencoders are Unified Self-supervised Learners Weilai Xiang Hongyu Yang Di Huang Yunhong Wang DiffM 125 78 0 17 Mar 2023
HIVE: Harnessing Human Feedback for Instructional Visual Editing Shu Zhen Zhang Xinyi Yang Yihao Feng Can Qin Chia-Chih Chen ... Haiquan Wang Silvio Savarese Stefano Ermon Caiming Xiong Ran Xu 93 117 0 16 Mar 2023
Efficient Diffusion Training via Min-SNR Weighting Strategy Tiankai Hang Shuyang Gu Chen Li Jianmin Bao Dong Chen Han Hu Xin Geng B. Guo 120 163 0 16 Mar 2023
LDMVFI: Video Frame Interpolation with Latent Diffusion Models Duolikun Danier Fan Zhang David Bull DiffM VGen 90 59 0 16 Mar 2023
Stochastic Interpolants: A Unifying Framework for Flows and Diffusions M. S. Albergo Nicholas M. Boffi Eric Vanden-Eijnden DiffM 346 326 0 15 Mar 2023
Editing Implicit Assumptions in Text-to-Image Diffusion Models Hadas Orgad Bahjat Kawar Yonatan Belinkov DiffM 112 91 0 14 Mar 2023
Point Cloud Diffusion Models for Automatic Implant Generation Paul Friedrich J. Wolleb Florentin Bieder F. Thieringer Philippe C. Cattin 60 18 0 14 Mar 2023
Synthetic Experience Replay Cong Lu Philip J. Ball Yee Whye Teh Jack Parker-Holder OffRL 172 80 0 12 Mar 2023
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale Fan Bao Shen Nie Kaiwen Xue Chongxuan Li Shiliang Pu Yaole Wang Gang Yue Yue Cao Hang Su Jun Zhu DiffM 275 163 0 12 Mar 2023
Score-Based Generative Models for Medical Image Segmentation using Signed Distance Functions L. Bogensperger Dominik Narnhofer Filip Ilic Thomas Pock DiffM MedIm 109 9 0 10 Mar 2023
GECCO: Geometrically-Conditioned Point Diffusion Models M. Tyszkiewicz Pascal Fua Eduard Trulls DiffM 80 21 0 10 Mar 2023
Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems Hyungjin Chung Suhyeon Lee Jong Chul Ye DiffM MedIm 85 80 0 10 Mar 2023
EHRDiff: Exploring Realistic EHR Synthesis with Diffusion Models Hongyi Yuan Songchi Zhou Sheng Yu DiffM MedIm 68 18 0 10 Mar 2023
PC-JeDi: Diffusion for Particle Cloud Generation in High Energy Physics Matthew Leigh Debasish Sengupta Guillaume Quétant J. A. Raine K. Zoch T. Golling DiffM 88 46 0 09 Mar 2023
Diffusion in the Dark: A Diffusion Model for Low-Light Text Recognition Cindy M. Nguyen E. R. Chan Alexander W. Bergman Gordon Wetzstein DiffM 163 23 0 07 Mar 2023
TRACT: Denoising Diffusion Models with Transitive Closure Time-Distillation David Berthelot Arnaud Autef Jierui Lin Dian Ang Yap Shuangfei Zhai Siyuan Hu Daniel Zheng Walter Talbot Eric Gu DiffM 101 94 0 07 Mar 2023
Diffusion Policy: Visuomotor Policy Learning via Action Diffusion Cheng Chi Zhenjia Xu S. Feng Eric A. Cousineau Yilun Du Benjamin Burchfiel Russ Tedrake Shuran Song 395 1,248 0 07 Mar 2023
Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-Type Samplers Sitan Chen Giannis Daras A. Dimakis DiffM 92 66 0 06 Mar 2023
StyO: Stylize Your Face in Only One-Shot Bonan li Zicheng Zhang Xuecheng Nie Congying Han Yinhan Hu Tiande Guo DiffM 129 6 0 06 Mar 2023
Diffusion Models Generate Images Like Painters: an Analytical Theory of Outline First, Details Later Binxu Wang John J. Vastola DiffM 182 27 0 04 Mar 2023
A Complete Recipe for Diffusion Generative Models Kushagra Pandey Stephan Mandt DiffM 74 9 0 03 Mar 2023
Consistency Models Yang Song Prafulla Dhariwal Mark Chen Ilya Sutskever VLM DiffM 144 983 0 02 Mar 2023
Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation Diederik P. Kingma Ruiqi Gao DiffM 140 144 0 01 Mar 2023