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"

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Title
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 39 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 42 11 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 112 23 0 22 Apr 2024
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling Grigory Bartosh Dmitry Vetrov C. A. Naesseth DiffM 39 7 0 19 Apr 2024
Training-and-prompt-free General Painterly Harmonization Using Image-wise Attention Sharing Teng-Fang Hsiao Bo-Kai Ruan Hong-Han Shuai 30 0 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 43 9 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 44 3 0 18 Apr 2024
Neural Shrödinger Bridge Matching for Pansharpening Zihan Cao Xiao Wu Liang-Jian Deng DiffM 66 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 47 23 0 17 Apr 2024
SparseDM: Toward Sparse Efficient Diffusion Models Kafeng Wang Jianfei Chen He Li Zhenpeng Mi Jun-Jie Zhu DiffM 70 8 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 46 5 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 44 0 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 47 13 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 23 8 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 39 50 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 50 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 47 0 0 10 Apr 2024
Hash3D: Training-free Acceleration for 3D Generation Xingyi Yang Xinchao Wang 3DGS 48 11 0 09 Apr 2024
NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document Enhancement Giordano Cicchetti Danilo Comminiello 37 4 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 40 11 0 08 Apr 2024
DiffCJK: Conditional Diffusion Model for High-Quality and Wide-coverage CJK Character Generation Yingtao Tian DiffM 19 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 34 41 0 07 Apr 2024
Regularized Conditional Diffusion Model for Multi-Task Preference Alignment Xudong Yu Chenjia Bai Haoran He Changhong Wang Xuelong Li 40 6 0 07 Apr 2024
Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder Yiyang Ma Wenhan Yang Jiaying Liu DiffM 40 5 0 07 Apr 2024
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Junshi Huang 40 24 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 53 57 0 05 Apr 2024
JUICER: Data-Efficient Imitation Learning for Robotic Assembly Lars Ankile Anthony Simeonov Idan Shenfeld Pulkit Agrawal LM&Ro 44 15 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 49 30 0 04 Apr 2024
Bi-level Guided Diffusion Models for Zero-Shot Medical Imaging Inverse Problems Hossein Askari Fred Roosta Hongfu Sun MedIm DiffM 48 3 0 04 Apr 2024
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction Keyu Tian Yi-Xin Jiang Zehuan Yuan Bingyue Peng Liwei Wang VGen 58 263 0 03 Apr 2024
LidarDM: Generative LiDAR Simulation in a Generated World Vlas Zyrianov Henry Che Zhijian Liu Shenlong Wang VGen 49 20 0 03 Apr 2024
Masked Completion via Structured Diffusion with White-Box Transformers Druv Pai Ziyang Wu Sam Buchanan Yaodong Yu Yi Ma 35 13 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 44 23 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 57 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 58 12 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 30 8 0 01 Apr 2024
Model-Agnostic Human Preference Inversion in Diffusion Models Jeeyung Kim Ze Wang Qiang Qiu 35 1 0 01 Apr 2024
Generating Content for HDR Deghosting from Frequency View Tao Hu Qingsen Yan Yuankai Qi Yanning Zhang 37 7 0 01 Apr 2024
GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling Bowen Zhang Yiji Cheng Jiaolong Yang Chunyu Wang Feng Zhao Yansong Tang Dong Chen Baining Guo 3DGS 45 8 0 28 Mar 2024
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model Zhicai Wang Longhui Wei Tan Wang Heyu Chen Yanbin Hao Xiang Wang Xiangnan He Qi Tian VLM DiffM 40 17 0 28 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 39 7 0 27 Mar 2024
DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion Shuai Xiang Pieter M. Blok James Burridge Haozhou Wang Wei Guo 42 0 0 27 Mar 2024
AID: Attention Interpolation of Text-to-Image Diffusion Qiyuan He Jinghao Wang Ziwei Liu Angela Yao DiffM 45 9 0 26 Mar 2024
Boosting Diffusion Models with Moving Average Sampling in Frequency Domain Yurui Qian Qi Cai Yingwei Pan Yehao Li Ting Yao Qibin Sun Tao Mei DiffM 37 19 0 26 Mar 2024
Paired Diffusion: Generation of related, synthetic PET-CT-Segmentation scans using Linked Denoising Diffusion Probabilistic Models Rowan Bradbury K. Vallis Bartlomiej W. Papiez MedIm 31 1 0 26 Mar 2024
Manifold-Guided Lyapunov Control with Diffusion Models Amartya Mukherjee Thanin Quartz Jun Liu 52 0 0 26 Mar 2024
Bidirectional Consistency Models Liangchen Li Jiajun He DiffM 72 12 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 50 25 0 25 Mar 2024
Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction Xingyu Xu Yuejie Chi DiffM 47 20 0 25 Mar 2024
Improving Diffusion Models's Data-Corruption Resistance using Scheduled Pseudo-Huber Loss Artem Khrapov Vadim Popov Tasnima Sadekova Assel Yermekova Mikhail Kudinov DiffM 41 1 0 25 Mar 2024