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DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps

2 June 2022

Jianfei Chen

Jun Zhu

Papers citing "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps"

50 / 1,052 papers shown

Title
VectorPainter: Advanced Stylized Vector Graphics Synthesis Using Stroke-Style Priors Juncheng Hu Ximing Xing Zhengqi Zhang Jing Zhang 80 0 0 05 May 2024
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation Yupeng Zhou Daquan Zhou Ming-Ming Cheng Jiashi Feng Qibin Hou DiffM VGen 124 101 0 02 May 2024
Deep Reward Supervisions for Tuning Text-to-Image Diffusion Models Xiaoshi Wu Yiming Hao Manyuan Zhang Keqiang Sun Zhaoyang Huang Guanglu Song Yu Liu Hongsheng Li EGVM 132 25 0 01 May 2024
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable Haozhe Liu Wentian Zhang Bing Li Bernard Ghanem Jürgen Schmidhuber DiffM WIGM AAML 93 1 0 01 May 2024
$MicroDreamer: Zero-shot 3D Generation in $\sim$20 Seconds by Score-based Iterative Reconstruction$ MicroDreamer: Zero-shot 3D Generation in $\sim$ 20 Seconds by Score-based Iterative Reconstruction Luxi Chen Zhengyi Wang Zihan Zhou Tingting Gao Hang Su Jun Zhu Chongxuan Li DiffM 3DGS 75 1 0 30 Apr 2024
Probing Unlearned Diffusion Models: A Transferable Adversarial Attack Perspective Xiaoxuan Han Songlin Yang Wei Wang Yang Li Jing Dong DiffM AAML 100 7 0 30 Apr 2024
CONTUNER: Singing Voice Beautifying with Pitch and Expressiveness Condition Jianzong Wang Pengcheng Li Xulong Zhang Ning Cheng Jing Xiao 65 0 0 30 Apr 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Yuxuan Liang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 132 45 0 29 Apr 2024
SDFD: Building a Versatile Synthetic Face Image Dataset with Diverse Attributes Georgia Baltsou Ioannis Sarridis C. Koutlis Symeon Papadopoulos 70 3 0 26 Apr 2024
TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models Haomiao Ni Bernhard Egger Suhas Lohit A. Cherian Ye Wang T. Koike-Akino S. X. Huang Tim K. Marks DiffM 88 15 0 25 Apr 2024
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations Kaiwen Xue Yuhao Zhou Shen Nie Xu Min Xiaolu Zhang Jun Zhou Chongxuan Li DiffM 113 15 0 24 Apr 2024
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models Qinghe Wang Baolu Li Xiaomin Li Bing Cao Liqian Ma Huchuan Lu Xu Jia DiffM 105 6 0 24 Apr 2024
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models Amirmojtaba Sabour Sanja Fidler Karsten Kreis DiffM 101 37 0 22 Apr 2024
Full Event Particle-Level Unfolding with Variable-Length Latent Variational Diffusion Alexander Shmakov Kevin Greif M. Fenton A. Ghosh Pierre Baldi D. Whiteson DiffM 212 10 0 22 Apr 2024
FLDM-VTON: Faithful Latent Diffusion Model for Virtual Try-on Chenhui Wang Tao Chen Zhihao Chen Zhizhong Huang Taoran Jiang Qi Wang Hongming Shan DiffM 93 5 0 22 Apr 2024
Accelerating Image Generation with Sub-path Linear Approximation Model Chen Xu Tian-Shu Song Weixin Feng Xubin Li Tiezheng Ge Bo Zheng Limin Wang 76 13 0 22 Apr 2024
MultiBooth: Towards Generating All Your Concepts in an Image from Text Chenyang Zhu Kai Li Yue Ma Chunming He Li Xiu DiffM 244 29 0 22 Apr 2024
Training-and-prompt-free General Painterly Harmonization Using Image-wise Attention Sharing Teng-Fang Hsiao Bo-Kai Ruan Hong-Han Shuai 72 2 0 19 Apr 2024
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling Grigory Bartosh Dmitry Vetrov C. A. Naesseth DiffM 140 16 0 19 Apr 2024
Lazy Diffusion Transformer for Interactive Image Editing Yotam Nitzan Zongze Wu Richard Zhang Eli Shechtman Daniel Cohen-Or Taesung Park Michael Gharbi 90 11 0 18 Apr 2024
Customizing Text-to-Image Diffusion with Camera Viewpoint Control Nupur Kumari Grace Su Richard Zhang Taesung Park Eli Shechtman Jun-Yan Zhu DiffM 94 5 0 18 Apr 2024
Neural Shrödinger Bridge Matching for Pansharpening Zihan Cao Xiao Wu Liang-Jian Deng DiffM 106 2 0 17 Apr 2024
LAPTOP-Diff: Layer Pruning and Normalized Distillation for Compressing Diffusion Models Dingkun Zhang Sijia Li Chen Chen Qingsong Xie H. Lu 125 29 0 17 Apr 2024
SparseDM: Toward Sparse Efficient Diffusion Models Kafeng Wang Jianfei Chen He Li Zhenpeng Mi Jun-Jie Zhu DiffM 191 10 0 16 Apr 2024
TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models Haojun Sun Chen Tang Zhi Wang Yuan Meng Jingyan Jiang Xinzhu Ma Wenwu Zhu MQ 112 6 0 15 Apr 2024
MaSkel: A Model for Human Whole-body X-rays Generation from Human Masking Images Yingjie Xi Boyuan Cheng Jingyao Cai Jian Jun Zhang Xiaosong Yang MedIm 102 1 0 13 Apr 2024
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives Yidan Liu Jun Yue Shaobo Xia Pedram Ghamisi Weiying Xie Leyuan Fang DiffM 97 17 0 13 Apr 2024
Taming Stable Diffusion for Text to 360° Panorama Image Generation Cheng Zhang Qianyi Wu Camilo Cruz Gambardella Xiaoshui Huang Dinh Q. Phung Wanli Ouyang Jianfei Cai MDE 89 9 0 11 Apr 2024
An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization Minshuo Chen Song Mei Jianqing Fan Mengdi Wang VLM MedIm DiffM 124 59 0 11 Apr 2024
Implicit and Explicit Language Guidance for Diffusion-based Visual Perception Hefeng Wang Jiale Cao Jin Xie Aiping Yang Yanwei Pang VLM DiffM 110 2 0 11 Apr 2024
Efficient Denoising using Score Embedding in Score-based Diffusion Models Andrew S. Na William Gao Justin W.L. Wan DiffM 70 0 0 10 Apr 2024
Hash3D: Training-free Acceleration for 3D Generation Xingyi Yang Xinchao Wang 3DGS 82 12 0 09 Apr 2024
NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document Enhancement Giordano Cicchetti Danilo Comminiello 60 6 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
DiffCJK: Conditional Diffusion Model for High-Quality and Wide-coverage CJK Character Generation Yingtao Tian DiffM 75 0 0 08 Apr 2024
Gaussian Shading: Provable Performance-Lossless Image Watermarking for Diffusion Models Zijin Yang Kai Zeng Kejiang Chen Han Fang Weiming Zhang Neng H. Yu DiffM WIGM 114 56 0 07 Apr 2024
Regularized Conditional Diffusion Model for Multi-Task Preference Alignment Xudong Yu Chenjia Bai Haoran He Changhong Wang Xuelong Li 122 6 0 07 Apr 2024
Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder Yiyang Ma Wenhan Yang Jiaying Liu DiffM 92 5 0 07 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 143 69 0 05 Apr 2024
JUICER: Data-Efficient Imitation Learning for Robotic Assembly Lars Ankile Anthony Simeonov Idan Shenfeld Pulkit Agrawal LM&Ro 123 19 0 04 Apr 2024
LCM-Lookahead for Encoder-based Text-to-Image Personalization Rinon Gal Or Lichter Elad Richardson Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or DiffM 129 33 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
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction Keyu Tian Yi Jiang Zehuan Yuan Bingyue Peng Liwei Wang VGen 134 348 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
AddSR: Accelerating Diffusion-based Blind Super-Resolution with Adversarial Diffusion Distillation Rui Xie Ying Tai Chen Zhao Kai Zhang Zhenyu Zhang Jun Zhou Xiaoqian Ye Qian Wang Jian Yang 101 25 0 02 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
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 95 13 0 01 Apr 2024
Condition-Aware Neural Network for Controlled Image Generation Han Cai Zhekai Zhang Zhuoyang Zhang Qinsheng Zhang Ming-Yu Liu Song Han DiffM 58 8 0 01 Apr 2024