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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
CoMoFusion: Fast and High-quality Fusion of Infrared and Visible Image with Consistency Model Zhiming Meng Hui Li Zeyang Zhang Zhongwei Shen Yunlong Yu Xiaoning Song Xiao-Jun Wu 58 0 0 31 May 2024
Diffusion Models Are Innate One-Step Generators Bowen Zheng Tianming Yang DiffM VLM 82 13 0 31 May 2024
Adv-KD: Adversarial Knowledge Distillation for Faster Diffusion Sampling Kidist Amde Mekonnen Nicola DallÁsen Paolo Rota 61 1 0 31 May 2024
Latent Intrinsics Emerge from Training to Relight Xiao Zhang William Gao Seemandhar Jain Michael Maire David.A.Forsyth Anand Bhattad 100 4 0 31 May 2024
Slight Corruption in Pre-training Data Makes Better Diffusion Models Hao Chen Yujin Han Diganta Misra Xiang Li Kai Hu Difan Zou Masashi Sugiyama Jindong Wang Bhiksha Raj DiffM 125 5 0 30 May 2024
GECO: Generative Image-to-3D within a SECOnd Chen Wang Jiatao Gu Xiaoxiao Long Yuan Liu Lingjie Liu 89 5 0 30 May 2024
Improving the Training of Rectified Flows Sangyun Lee Zinan Lin Giulia Fanti 96 28 0 30 May 2024
Diffusion Policies creating a Trust Region for Offline Reinforcement Learning Tianyu Chen Zhendong Wang Mingyuan Zhou OffRL 101 11 0 30 May 2024
Long-Horizon Rollout via Dynamics Diffusion for Offline Reinforcement Learning Hanye Zhao Xiaoshen Han Zhengbang Zhu Minghuan Liu Yong Yu Weinan Zhang OffRL 99 1 0 29 May 2024
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors Zihui Wu Yu Sun Yifan Chen Bingliang Zhang Yisong Yue Katherine Bouman DiffM 117 33 0 29 May 2024
VividPose: Advancing Stable Video Diffusion for Realistic Human Image Animation Qilin Wang Zhengkai Jiang Chengming Xu Jiangning Zhang Yabiao Wang Xinyi Zhang Yunkang Cao Weijian Cao Chengjie Wang Yanwei Fu VGen 90 15 0 28 May 2024
Diffusion Rejection Sampling Byeonghu Na Yeongmin Kim Minsang Park DongHyeok Shin Wanmo Kang Il-Chul Moon 101 4 0 28 May 2024
Fast Samplers for Inverse Problems in Iterative Refinement Models Kushagra Pandey Ruihan Yang Stephan Mandt DiffM 105 5 0 27 May 2024
Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control Zhengfei Kuang Shengqu Cai Hao He Yinghao Xu Hongsheng Li Leonidas Guibas Gordon Wetzstein VGen DiffM 118 38 0 27 May 2024
RB-Modulation: Training-Free Personalization of Diffusion Models using Stochastic Optimal Control Litu Rout Yujia Chen Nataniel Ruiz Abhishek Kumar Constantine Caramanis Sanjay Shakkottai Wen-Sheng Chu DiffM 101 26 0 27 May 2024
Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability Shenyuan Gao Jiazhi Yang Li Chen Kashyap Chitta Yihang Qiu Andreas Geiger Jun Zhang Hongyang Li 173 103 0 27 May 2024
Unisolver: PDE-Conditional Transformers Are Universal PDE Solvers Zhou Hang Yuezhou Ma Haixu Wu Haowen Wang Mingsheng Long AI4CE 83 11 0 27 May 2024
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning Jaewoo Lee Sujin Yun Taeyoung Yun Jinkyoo Park 113 11 0 27 May 2024
Transfer Learning for Diffusion Models Yidong Ouyang Liyan Xie Hongyuan Zha Guang Cheng DiffM 130 3 0 27 May 2024
EM Distillation for One-step Diffusion Models Sirui Xie Zhisheng Xiao Diederik P. Kingma Tingbo Hou Ying Nian Wu Kevin Patrick Murphy Tim Salimans Ben Poole Ruiqi Gao VLM DiffM 117 30 0 27 May 2024
PromptFix: You Prompt and We Fix the Photo Yongsheng Yu Ziyun Zeng Hang Hua Jianlong Fu Jiebo Luo MLLM DiffM VLM 90 28 0 27 May 2024
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training Kai Wang Yukun Zhou Mingjia Shi Zhihang Yuan Yuzhang Shang Yuzhang Shang Hanwang Zhang Hanwang Zhang Yang You 166 14 0 27 May 2024
Diffusion Bridge AutoEncoders for Unsupervised Representation Learning Yeongmin Kim Kwanghyeon Lee Minsang Park Byeonghu Na Il-Chul Moon DiffM 138 2 0 27 May 2024
Equivariant Denoisers Cannot Copy Graphs: Align Your Graph Diffusion Models Najwa Laabid Severi Rissanen Markus Heinonen Arno Solin Vikas Garg DiffM 97 1 0 27 May 2024
I2VEdit: First-Frame-Guided Video Editing via Image-to-Video Diffusion Models Wenqi Ouyang Yi Dong Lei Yang Jianlou Si Xingang Pan VGen DiffM 104 16 0 26 May 2024
Sp2360: Sparse-view 360 Scene Reconstruction using Cascaded 2D Diffusion Priors Soumava Paul Christopher Wewer Bernt Schiele J. E. Lenssen 3DGS 84 4 0 26 May 2024
Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination Shelly Golan Roy Ganz Michael Elad 65 0 0 25 May 2024
DiffuBox: Refining 3D Object Detection with Point Diffusion Xiangyu Chen Zhenzhen Liu Katie Z Luo Siddhartha Datta Adhitya Polavaram ... Marco Pavone Wei-Lun Chao Mark E. Campbell B. Hariharan Kilian Q. Weinberger 99 3 0 25 May 2024
Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups Yuchen Zhu Tianrong Chen Lingkai Kong Evangelos A. Theodorou Molei Tao DiffM 112 6 0 25 May 2024
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity Haoxuan Chen Yinuo Ren Lexing Ying Grant M. Rotskoff 106 23 0 24 May 2024
FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing Kai Huang Wei Gao 87 2 0 24 May 2024
Diffusion Bridge Implicit Models Kaiwen Zheng Guande He Jianfei Chen Fan Bao Jun Zhu DiffM 204 18 0 24 May 2024
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer Meng You Zhiyu Zhu Hui Liu Junhui Hou VGen DiffM 114 25 0 24 May 2024
Learning to Discretize Denoising Diffusion ODEs Vinh Tong Hoang Trung-Dung Anji Liu Guy Van den Broeck Mathias Niepert DiffM 144 6 0 24 May 2024
Generative Camera Dolly: Extreme Monocular Dynamic Novel View Synthesis Basile Van Hoorick Rundi Wu Ege Ozguroglu Kyle Sargent Ruoshi Liu P. Tokmakov Achal Dave Changxi Zheng Carl Vondrick DiffM VGen 129 35 0 23 May 2024
Improved Distribution Matching Distillation for Fast Image Synthesis Tianwei Yin Michael Gharbi Taesung Park Richard Zhang Eli Shechtman Frédo Durand William T. Freeman DiffM 154 127 0 23 May 2024
Neuroexplicit Diffusion Models for Inpainting of Optical Flow Fields Tom Fischer Pascal Peter Joachim Weickert Eddy Ilg DiffM AI4CE 60 0 0 23 May 2024
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models Seyedmorteza Sadat Jakob Buhmann Derek Bradley Otmar Hilliges Romann M. Weber 167 9 0 23 May 2024
Enhancing Image Layout Control with Loss-Guided Diffusion Models Zakaria Patel Kirill Serkh DiffM 78 3 0 23 May 2024
AdjointDEIS: Efficient Gradients for Diffusion Models Zander W. Blasingame Chen Liu DiffM 164 5 0 23 May 2024
Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errors Émile Pierret Bruno Galerne DiffM 100 3 0 23 May 2024
Score-based Generative Models with Adaptive Momentum Ziqing Wen Xiaoge Deng Ping Luo Tao Sun Dongsheng Li DiffM 66 0 0 22 May 2024
Learning Diffusion Priors from Observations by Expectation Maximization François Rozet Gérome Andry F. Lanusse Gilles Louppe DiffM 116 19 0 22 May 2024
Directly Denoising Diffusion Models Dan Zhang Jingjing Wang Feng Luo DiffM 108 2 0 22 May 2024
Computational Tradeoffs in Image Synthesis: Diffusion, Masked-Token, and Next-Token Prediction Maciej Kilian Varun Jampani Luke Zettlemoyer DiffM 88 8 0 21 May 2024
Diffusion for World Modeling: Visual Details Matter in Atari Eloi Alonso Adam Jelley Vincent Micheli Anssi Kanervisto Amos Storkey Tim Pearce Franccois Fleuret 118 69 0 20 May 2024
FIFO-Diffusion: Generating Infinite Videos from Text without Training Jihwan Kim Junoh Kang Jinyoung Choi Bohyung Han DiffM VGen 113 36 0 19 May 2024
On the Trajectory Regularity of ODE-based Diffusion Sampling Defang Chen Zhenyu Zhou Can Wang Chunhua Shen Siwei Lyu 89 20 0 18 May 2024
AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA Weitao Feng Wenbo Zhou Jiyan He Jie Zhang Tianyi Wei Guanlin Li Tianwei Zhang Weiming Zhang Neng H. Yu 96 21 0 18 May 2024
Improving face generation quality and prompt following with synthetic captions Michail Tarasiou Stylianos Moschoglou Jiankang Deng Stefanos Zafeiriou 24 0 0 17 May 2024