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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
Policy-Guided Diffusion Matthew Jackson Michael T. Matthews Cong Lu Benjamin Ellis Shimon Whiteson Jakob N. Foerster OffRL 130 23 0 09 Apr 2024
High Noise Scheduling is a Must Mahmut S. Gokmen Cody Bumgardner Jie Zhang Ge Wang Jin Chen DiffM 49 0 0 09 Apr 2024
Quantum State Generation with Structure-Preserving Diffusion Model Yuchen Zhu Tianrong Chen Evangelos A. Theodorou Xie Chen Molei Tao DiffM 84 8 0 09 Apr 2024
DiffHarmony: Latent Diffusion Model Meets Image Harmonization Pengfei Zhou Fangxiang Feng Xiaojie Wang 73 3 0 09 Apr 2024
Greedy-DiM: Greedy Algorithms for Unreasonably Effective Face Morphs Zander W. Blasingame Chen Liu 104 6 0 09 Apr 2024
Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model Jichang Yang Hegan Chen Jia Chen Song-jian Wang Shaocong Wang ... Dashan Shang Han Wang Qi Liu Kwang-Ting Cheng Ming-Yuan Liu DiffM 63 0 0 08 Apr 2024
Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance Dazhong Shen Guanglu Song Zeyue Xue Fu-Yun Wang Yu Liu DiffM 91 18 0 08 Apr 2024
Diffusion Time-step Curriculum for One Image to 3D Generation Xuanyu Yi Zike Wu Qingshan Xu Pan Zhou Joo-Hwee Lim Hanwang Zhang 140 20 0 06 Apr 2024
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Junshi Huang 108 26 0 06 Apr 2024
Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation Mingyuan Zhou Huangjie Zheng Zhendong Wang Mingzhang Yin Hai Huang DiffM 146 69 0 05 Apr 2024
PointInfinity: Resolution-Invariant Point Diffusion Models Zixuan Huang Justin Johnson Shoubhik Debnath James M. Rehg Chao-Yuan Wu 89 11 0 04 Apr 2024
Bi-level Guided Diffusion Models for Zero-Shot Medical Imaging Inverse Problems Hossein Askari Fred Roosta Hongfu Sun MedIm DiffM 90 3 0 04 Apr 2024
DiffObs: Generative Diffusion for Global Forecasting of Satellite Observations Jason Stock Jaideep Pathak Y. Cohen Michael S. Pritchard Piyush Garg Dale Durran Morteza Mardani Noah D. Brenowitz 79 5 0 04 Apr 2024
Many-to-many Image Generation with Auto-regressive Diffusion Models Ying Shen Yizhe Zhang Shuangfei Zhai Lifu Huang J. Susskind Jiatao Gu 138 6 0 03 Apr 2024
LidarDM: Generative LiDAR Simulation in a Generated World Vlas Zyrianov Henry Che Zhijian Liu Shenlong Wang VGen 111 23 0 03 Apr 2024
Masked Completion via Structured Diffusion with White-Box Transformers Druv Pai Ziyang Wu Sam Buchanan Yaodong Yu Yi-An Ma 72 14 0 03 Apr 2024
Faster Diffusion via Temporal Attention Decomposition Haozhe Liu Wentian Zhang Jinheng Xie Francesco Faccio Mengmeng Xu Tao Xiang Mike Zheng Shou Juan-Manuel Perez-Rua Jürgen Schmidhuber DiffM 178 24 0 03 Apr 2024
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better En-hao Liu Junyi Zhu Zinan Lin Xuefei Ning Shuaiqi Wang ... Sergey Yekhanin Guohao Dai Huazhong Yang Yu Wang Yu Wang MoMe 196 4 0 02 Apr 2024
Versatile Navigation under Partial Observability via Value-guided Diffusion Policy Gengyu Zhang Hao Tang Yan Yan 70 2 0 01 Apr 2024
Bigger is not Always Better: Scaling Properties of Latent Diffusion Models Kangfu Mei Zhengzhong Tu M. Delbracio Hossein Talebi Vishal M. Patel P. Milanfar DiffM 98 13 0 01 Apr 2024
Model-Agnostic Human Preference Inversion in Diffusion Models Jeeyung Kim Ze Wang Qiang Qiu 90 1 0 01 Apr 2024
CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models Xiang Li Fan Bu Ambuj Mehrish Yingting Li Jiale Han Bo Cheng Soujanya Poria DiffM 71 6 0 31 Mar 2024
Relation Rectification in Diffusion Model Yinwei Wu Xingyi Yang Xinchao Wang 50 6 0 29 Mar 2024
DreamSalon: A Staged Diffusion Framework for Preserving Identity-Context in Editable Face Generation Haonan Lin Mengmeng Wang Yan Chen Wenbin An Yuzhe Yao Guang Dai Qianying Wang Yong-Jin Liu Jingdong Wang DiffM 83 4 0 28 Mar 2024
TextCraftor: Your Text Encoder Can be Image Quality Controller Yanyu Li Xian Liu Anil Kag Ju Hu Yerlan Idelbayev Dhritiman Sagar Yanzhi Wang Sergey Tulyakov Jian Ren 93 18 0 27 Mar 2024
InstructBrush: Learning Attention-based Instruction Optimization for Image Editing Ruoyu Zhao Qingnan Fan Fei Kou Shuai Qin Hong Gu Wei Wu Pengcheng Xu Mingrui Zhu Nannan Wang Xinbo Gao 73 4 0 27 Mar 2024
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions Hao Xu Haipeng Li Yinqiao Wang Shuaicheng Liu Chi-Wing Fu 3DH 71 8 0 27 Mar 2024
A Diffusion-Based Generative Equalizer for Music Restoration Eloi Moliner Maija Turunen Filip Elvander Vesa Valimaki 166 5 0 27 Mar 2024
Building Bridges across Spatial and Temporal Resolutions: Reference-Based Super-Resolution via Change Priors and Conditional Diffusion Model Runmin Dong Shuai Yuan Bin Luo Mengxuan Chen Jinxiao Zhang Lixian Zhang Weijia Li Juepeng Zheng Haohuan Fu DiffM 83 12 0 26 Mar 2024
Bidirectional Consistency Models Liangchen Li Jiajun He DiffM 164 15 0 26 Mar 2024
SD-DiT: Unleashing the Power of Self-supervised Discrimination in Diffusion Transformer Rui Zhu Yingwei Pan Yehao Li Ting Yao Zhenglong Sun Tao Mei C. Chen 136 26 0 25 Mar 2024
Language Rectified Flow: Advancing Diffusion Language Generation with Probabilistic Flows Shujian Zhang Lemeng Wu Chengyue Gong Xingchao Liu DiffM 105 3 0 25 Mar 2024
DreamFlow: High-Quality Text-to-3D Generation by Approximating Probability Flow Kyungmin Lee Kihyuk Sohn Jinwoo Shin 80 19 0 22 Mar 2024
Latent Diffusion Models for Attribute-Preserving Image Anonymization Luca Piano Pietro Basci Fabrizio Lamberti Lia Morra DiffM 71 5 0 21 Mar 2024
Explorative Inbetweening of Time and Space Haiwen Feng Zheng Ding Zhihao Xia Simon Niklaus Victoria Fernandez-Abrevaya Michael J. Black Xuaner Zhang DiffM VGen 87 10 0 21 Mar 2024
ReNoise: Real Image Inversion Through Iterative Noising Daniel Garibi Or Patashnik Andrey Voynov Hadar Averbuch-Elor Daniel Cohen-Or DiffM 111 57 0 21 Mar 2024
Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting Alicia Durrer J. Wolleb Florentin Bieder Paul Friedrich L. Melie-García ... Ozgur Yaldizli Cristina Granziera Bjoern Menze Philippe C. Cattin Florian Kofler MedIm 67 9 0 21 Mar 2024
Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization Yeji Song Jimyeong Kim Wonhark Park Wonsik Shin Wonjong Rhee Nojun Kwak DiffM 55 3 0 21 Mar 2024
Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition Sihyun Yu Weili Nie De-An Huang Boyi Li Jinwoo Shin A. Anandkumar VGen DiffM 100 19 0 21 Mar 2024
ZigMa: A DiT-style Zigzag Mamba Diffusion Model Vincent Tao Hu S. A. Baumann Ming Gui Olga Grebenkova Pingchuan Ma Johannes S. Fischer Bjorn Ommer 126 46 0 20 Mar 2024
Ground-A-Score: Scaling Up the Score Distillation for Multi-Attribute Editing Hangeol Chang Jinho Chang Jong Chul Ye DiffM 106 3 0 20 Mar 2024
Scaling Diffusion Models to Real-World 3D LiDAR Scene Completion Lucas Nunes Rodrigo Marcuzzi Benedikt Mersch Jens Behley C. Stachniss DiffM 85 15 0 20 Mar 2024
Text-to-3D Shape Generation Han-Hung Lee Manolis Savva Angel X. Chang 93 13 0 20 Mar 2024
You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs Yihong Luo Xiaolong Chen Xinghua Qu Jing Tang 119 11 0 19 Mar 2024
Ultra-High-Resolution Image Synthesis with Pyramid Diffusion Model Jiajie Yang 69 0 0 19 Mar 2024
Generalized Consistency Trajectory Models for Image Manipulation Beomsu Kim Jaemin Kim Jeongsol Kim Jong Chul Ye DiffM 69 4 0 19 Mar 2024
Do Generated Data Always Help Contrastive Learning? Yifei Wang Jizhe Zhang Yisen Wang DiffM 112 26 0 19 Mar 2024
One-Step Image Translation with Text-to-Image Models Gaurav Parmar Taesung Park Srinivasa Narasimhan Jun-Yan Zhu 106 57 0 18 Mar 2024
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation Axel Sauer Frederic Boesel Tim Dockhorn A. Blattmann Patrick Esser Robin Rombach DiffM 127 135 0 18 Mar 2024
SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion Vikram S. Voleti Chun-Han Yao Mark Boss Adam Letts David Pankratz Dmitry Tochilkin Christian Laforte Robin Rombach Varun Jampani DiffM VGen 121 193 0 18 Mar 2024