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
Conditional Diffusion Model for Electrical Impedance Tomography Duanpeng Shi Wendong Zheng Di Guo Huaping Liu DiffM MedIm 183 2 0 10 Jan 2025
TextToucher: Fine-Grained Text-to-Touch Generation Jiahang Tu Hao Fu Fengyu Yang Hanbin Zhao Chao Zhang Hui Qian VLM DiffM 80 8 0 10 Jan 2025
EditAR: Unified Conditional Generation with Autoregressive Models Jiteng Mu Nuno Vasconcelos Xinyu Wang DiffM 43 5 0 08 Jan 2025
Cached Adaptive Token Merging: Dynamic Token Reduction and Redundant Computation Elimination in Diffusion Model Omid Saghatchian Atiyeh Gh. Moghadam Ahmad Nickabadi MoMe 49 1 0 03 Jan 2025
Neural Network Diffusion Kaili Wang Dongwen Tang Boya Zeng Yida Yin Zhaopan Xu Yukun Zhou Zelin Zang Trevor Darrell Zhuang Liu Yang You DiffM 60 18 0 03 Jan 2025
Generative Modelling with High-Order Langevin Dynamics Ziqiang Shi Rujie Liu DiffM 62 2 0 03 Jan 2025
Score-Based Metropolis-Hastings Algorithms Ahmed Aloui Ali Hasan Juncheng Dong Zihao Wu Vahid Tarokh DiffM 41 0 0 31 Dec 2024
AdaDiff: Adaptive Step Selection for Fast Diffusion Models Hui Zhang Zuxuan Wu Zhen Xing Jie Shao Yu-Gang Jiang 53 9 0 31 Dec 2024
An Ordinary Differential Equation Sampler with Stochastic Start for Diffusion Bridge Models Yuang Wang Pengfei Jin L. Zhang Quanzheng Li Zhiqiang Chen Dufan Wu DiffM 26 0 0 31 Dec 2024
MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model Wen-Dao Dai Ling-Hao Chen Jingbo Wang Jinpeng Liu Bo Dai Yansong Tang 71 55 0 31 Dec 2024
PSDiff: Diffusion Model for Person Search with Iterative and Collaborative Refinement Chengyou Jia Minnan Luo Zhuohang Dang Guangwen Dai Xiao Chang Yufei Guo DiffM 56 1 0 31 Dec 2024
Forensics of Transpiled Quantum Circuits Rupshali Roy Archisman Ghosh Swaroop Ghosh 64 1 0 25 Dec 2024
AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Situo Zhang Hankun Wang Da Ma Zichen Zhu Lu Chen Kunyao Lan Kai Yu 37 2 0 25 Dec 2024
Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement H. Kim Jaejun Yoo 52 0 0 23 Dec 2024
Next Patch Prediction for Autoregressive Visual Generation Yatian Pang Peng Jin Shuo Yang Bin Lin Bin Zhu ... Liuhan Chen Francis E. H. Tay Ser-Nam Lim Harry Yang Li Yuan 123 9 0 19 Dec 2024
SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning Xinyang Liu Pengchao Han Xuan Li Bo Liu 61 0 0 18 Dec 2024
Urban Air Temperature Prediction using Conditional Diffusion Models Siyang Dai Jun Liu Ngai-Man Cheung 82 0 0 18 Dec 2024
Real-time One-Step Diffusion-based Expressive Portrait Videos Generation Hanzhong Guo Hongwei Yi Daquan Zhou Alexander William Bergman Michael Lingelbach Yizhou Yu DiffM 85 1 0 18 Dec 2024
OmniPrism: Learning Disentangled Visual Concept for Image Generation Yangyang Li Daqing Liu Wu Liu Allen He Xinchen Liu Yongdong Zhang Guoqing Jin DiffM CoGe 83 0 0 16 Dec 2024
UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models Yuning Han Bingyin Zhao Rui Chu Feng Luo Biplab Sikdar Yingjie Lao DiffM AAML 86 1 0 16 Dec 2024
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration Wenhao Sun Rong-Cheng Tu Jingyi Liao Zhao Jin Dacheng Tao VGen 105 1 0 16 Dec 2024
Unlocking Visual Secrets: Inverting Features with Diffusion Priors for Image Reconstruction Sai Qian Zhang Ziyun Li Chuan Guo Saeed Mahloujifar Deeksha Dangwal Edward Suh B. D. Salvo Chiao Liu DiffM 90 0 0 11 Dec 2024
Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations Nikil Roashan Selvam Amil Merchant Stefano Ermon DiffM 66 3 0 11 Dec 2024
SVGFusion: Scalable Text-to-SVG Generation via Vector Space Diffusion Ximing Xing Juncheng Hu Jing Zhang Dong Xu Qian Yu 89 1 0 11 Dec 2024
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models Tianwei Yin Qiang Zhang Richard Zhang William T. Freeman F. Durand Eli Shechtman Xun Huang VGen DiffM 81 5 0 10 Dec 2024
Improving Source Extraction with Diffusion and Consistency Models Tornike Karchkhadze M. Izadi Shuo Zhang DiffM 82 1 0 09 Dec 2024
Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation Gianni Franchi Dat Nguyen Trong Nacim Belkhir Guoxuan Xia Andrea Pilzer UQLM 78 0 0 04 Dec 2024
Partially Conditioned Patch Parallelism for Accelerated Diffusion Model Inference XiuYu Zhang Zening Luo Michelle E. Lu DiffM 61 0 0 04 Dec 2024
Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Andreas Müller Denis Lukovnikov Jonas Thietke Asja Fischer Erwin Quiring AAML WIGM 198 4 0 04 Dec 2024
Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and Editing Wenyi Mo Tianyu Zhang Yalong Bai Bing-Huang Su Ji-Rong Wen DiffM 76 0 0 29 Nov 2024
Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model Feng Liu Shiwei Zhang Xiaofeng Wang Yujie Wei Haonan Qiu Yuzhong Zhao Yingya Zhang Qixiang Ye Fang Wan VGen AI4TS 99 11 0 28 Nov 2024
Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Zigeng Chen Xinyin Ma Gongfan Fang Xinchao Wang VLM 89 5 0 26 Nov 2024
Classifier-Free Guidance inside the Attraction Basin May Cause Memorization Anubhav Jain Yuya Kobayashi Takashi Shibuya Yuhta Takida N. Memon Julian Togelius Yuki Mitsufuji DiffM 109 2 0 23 Nov 2024
Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward Zhiwei Jia Yuesong Nan Huixi Zhao Gengdai Liu EGVM 91 0 0 22 Nov 2024
Diffusion-Inspired Cold Start with Sufficient Prior in Computerized Adaptive Testing Haiping Ma Aoqing Xia Changqian Wang Hai Wang Xingyi Zhang DiffM 73 1 0 19 Nov 2024
Conceptwm: A Diffusion Model Watermark for Concept Protection Liangqi Lei Keke Gai Jing Yu Liehuang Zhu Qi Wu WIGM 92 2 0 18 Nov 2024
Iterative Camera-LiDAR Extrinsic Optimization via Surrogate Diffusion N. Ou Zhuo Chen Xinru Zhang Junzheng Wang 37 0 0 17 Nov 2024
Generating Compositional Scenes via Text-to-image RGBA Instance Generation Alessandro Fontanella Petru-Daniel Tudosiu Yongxin Yang Shifeng Zhang Sarah Parisot 41 2 0 16 Nov 2024
Bag of Design Choices for Inference of High-Resolution Masked Generative Transformer Shitong Shao Zikai Zhou Tian Ye Lichen Bai Zhiqiang Xu Zeke Xie DiffM 49 0 0 16 Nov 2024
SmoothCache: A Universal Inference Acceleration Technique for Diffusion Transformers Joseph Liu Joshua Geddes Ziyu Guo Haomiao Jiang Mahesh Kumar Nandwana 56 0 0 15 Nov 2024
Physics Informed Distillation for Diffusion Models Joshua Tian Jin Tee Kang Zhang Hee Suk Yoon Dhananjaya N. Gowda Chanwoo Kim Chang D. Yoo DiffM 62 3 0 13 Nov 2024
Diverse capability and scaling of diffusion and auto-regressive models when learning abstract rules Binxu Wang Jiaqi Shang Haim Sompolinsky DiffM 41 1 0 12 Nov 2024
ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis Zanlin Ni Yulin Wang Renping Zhou Yizeng Han Jiayi Guo Zhiyuan Liu Yuan Yao Gao Huang 63 4 0 11 Nov 2024
Diffusion Sampling Correction via Approximately 10 Parameters Guangyi Wang Wei Peng Lijiang Li Wenyu Chen Yuren Cai Songzhi Su DiffM 38 0 0 10 Nov 2024
Scalable, Tokenization-Free Diffusion Model Architectures with Efficient Initial Convolution and Fixed-Size Reusable Structures for On-Device Image Generation Sanchar Palit Sathya Veera Reddy Dendi Mallikarjuna Talluri Raj Narayana Gadde 41 0 0 09 Nov 2024
Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models Shuhong Zheng Zhipeng Bao Ruoyu Zhao Martial Hebert Yu-xiong Wang DiffM 35 0 0 07 Nov 2024
Controlling Human Shape and Pose in Text-to-Image Diffusion Models via Domain Adaptation Benito Buchheim M. Reimann Jürgen Döllner 31 0 0 07 Nov 2024
CPIG: Leveraging Consistency Policy with Intention Guidance for Multi-agent Exploration Y. Fu Yuanheng Zhu Haoran Li Zijie Zhao Jiajun Chai Dongbin Zhao 42 0 0 06 Nov 2024
ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization Huayang Huang Yu Wu Qian Wang DiffM WIGM 51 5 0 06 Nov 2024
DiT4Edit: Diffusion Transformer for Image Editing Kunyu Feng Y. Ma Bingyuan Wang Chenyang Qi Haozhe Chen Qifeng Chen Zeyu Wang 37 16 0 05 Nov 2024