DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

2 November 2022

Jianfei Chen

Jun Zhu

Papers citing "DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models"

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Title
FLUXSynID: A Framework for Identity-Controlled Synthetic Face Generation with Document and Live Images Raul Ismayilov Dzemila Sero Luuk Spreeuwers 24 0 0 12 May 2025
Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition Zhiyuan Chen Keyi Li Yifan Jia Le Ye Yufei Ma DiffM 25 0 0 09 May 2025
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 41 0 0 08 May 2025
Diffusion Models are Secretly Exchangeable: Parallelizing DDPMs via Autospeculation Hengyuan Hu Aniket Das Dorsa Sadigh Nima Anari DiffM 19 0 0 06 May 2025
Quantizing Diffusion Models from a Sampling-Aware Perspective Qian Zeng Jie Song Yuanyu Wan Huiqiong Wang Mingli Song DiffM MQ 76 1 0 04 May 2025
Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning Jifeng Hu Sili Huang Z. Yang Shengchao Hu Li Shen H. Chen Lichao Sun Yi-Ju Chang Dacheng Tao OffRL 82 0 0 03 May 2025
Fast Flow-based Visuomotor Policies via Conditional Optimal Transport Couplings Andreas Sochopoulos Nikolay Malkin Nikolaos Tsagkas João Moura Michael Gienger S. Vijayakumar 39 1 0 02 May 2025
Fast Autoregressive Models for Continuous Latent Generation Tiankai Hang Jianmin Bao Fangyun Wei Dong Chen DiffM 70 0 0 24 Apr 2025
DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging Tianhui Song Weixin Feng Shuai Wang X. Li Tiezheng Ge Bo Zheng Limin Wang MoMe 57 0 0 16 Apr 2025
DyDiT++: Dynamic Diffusion Transformers for Efficient Visual Generation Wangbo Zhao Yizeng Han Jiasheng Tang Kai Wang Hao Luo Yibing Song Gao Huang Fan Wang Yang You 66 0 0 09 Apr 2025
Gaussian Mixture Flow Matching Models Hansheng Chen Kai Zhang Hao Tan Zexiang Xu Fujun Luan Leonidas J. Guibas Gordon Wetzstein Sai Bi DiffM 61 0 0 07 Apr 2025
EvolvingGrasp: Evolutionary Grasp Generation via Efficient Preference Alignment Yufei Zhu Yiming Zhong Zemin Yang Peishan Cong Jingyi Yu X. Zhu Y. Ma 53 1 0 18 Mar 2025
V2Edit: Versatile Video Diffusion Editor for Videos and 3D Scenes Yanming Zhang Jun-Kun Chen Jipeng Lyu Yu-Xiong Wang DiffM VGen 48 0 0 13 Mar 2025
EEdit: Rethinking the Spatial and Temporal Redundancy for Efficient Image Editing Zexuan Yan Yue Ma Chang Zou Wenteng Chen Qifeng Chen Linfeng Zhang 58 0 0 13 Mar 2025
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality Zhengyao Lv Chenyang Si Junhao Song Zhenyu Yang Yu Qiao Ziwei Liu Kwan-Yee K. Wong VGen DiffM 76 7 0 13 Mar 2025
Adding Additional Control to One-Step Diffusion with Joint Distribution Matching Yihong Luo Tianyang Hu Yifan Song Jiacheng Sun Z. Li Jing Tang DiffM 73 1 0 13 Mar 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching Yihong Luo Tianyang Hu Jiacheng Sun Yujun Cai Jing Tang DiffM 80 1 0 13 Mar 2025
Rethinking Diffusion Model in High Dimension Zhenxin Zheng Zhenjie Zheng DiffM 41 0 0 11 Mar 2025
Effective and Efficient Masked Image Generation Models Zebin You Jingyang Ou Xiaolu Zhang Jun Hu Jun Zhou Chongxuan Li DiffM VLM 54 1 0 10 Mar 2025
ProReflow: Progressive Reflow with Decomposed Velocity Lei Ke Haohang Xu Xuefei Ning Y. Li J. Li Haoling Li Yuxuan Lin Dongsheng Jiang Y. Yang Linfeng Zhang DiffM 57 1 0 05 Mar 2025
Concept Corrector: Erase concepts on the fly for text-to-image diffusion models Zheling Meng Bo Peng Xiaochuan Jin Yueming Lyu Wei Wang Jing Dong DiffM 38 2 0 22 Feb 2025
Accelerating Diffusion Transformers with Token-wise Feature Caching Chang Zou Xuyang Liu Ting Liu Siteng Huang Linfeng Zhang 49 13 0 20 Feb 2025
A Reversible Solver for Diffusion SDEs Zander Blasingame Chen Liu DiffM 54 0 0 12 Feb 2025
MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers Ao Li Wei Fang Hongbo Zhao Le Lu Ge Yang Minfeng Xu DiffM 81 0 0 11 Feb 2025
Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile Hangliang Ding Dacheng Li Runlong Su Peiyuan Zhang Zhijie Deng Ion Stoica Hao Zhang VGen 65 4 0 10 Feb 2025
DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation Chenguo Lin Panwang Pan Bangbang Yang Zeming Li Yadong Mu 3DGS 74 7 0 28 Jan 2025
Visual Generation Without Guidance Huayu Chen Kai Jiang Kaiwen Zheng Jianfei Chen Hang Su J. Zhu 55 0 0 28 Jan 2025
Make-A-Texture: Fast Shape-Aware Texture Generation in 3 Seconds Xiaoyu Xiang Liat Sless Gorelik Yuchen Fan Omri Armstrong Forrest N. Iandola Yilei Li Ita Lifshitz Rakesh Ranjan 3DGS DiffM 104 2 0 28 Jan 2025
Accelerate High-Quality Diffusion Models with Inner Loop Feedback M. Gwilliam Han Cai Di Wu Abhinav Shrivastava Zhiyu Cheng 90 0 0 22 Jan 2025
FlashSR: One-step Versatile Audio Super-resolution via Diffusion Distillation Jaekwon Im Juhan Nam DiffM 43 0 0 18 Jan 2025
Editing Music with Melody and Text: Using ControlNet for Diffusion Transformer Siyuan Hou Shansong Liu Ruibin Yuan Wei Xue Ying Shan Mangsuo Zhao Chao Zhang 87 3 0 17 Jan 2025
EXION: Exploiting Inter- and Intra-Iteration Output Sparsity for Diffusion Models Jaehoon Heo Adiwena Putra Jieon Yoon Sungwoong Yune Hangyeol Lee Ji-Hoon Kim Joo-Young Kim DiffM 55 1 0 10 Jan 2025
MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model Wen-Dao Dai Ling-Hao Chen Jingbo Wang Jinpeng Liu Bo Dai Yansong Tang 60 54 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 J. Wang DiffM 47 1 0 31 Dec 2024
UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models Yuning Han Bingyin Zhao Rui Chu Feng Luo Biplab Sikdar Yingjie Lao DiffM AAML 67 1 0 16 Dec 2024
Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets Zhen Liu Tim Z. Xiao Weiyang Liu Yoshua Bengio Dinghuai Zhang 118 2 0 10 Dec 2024
VariFace: Fair and Diverse Synthetic Dataset Generation for Face Recognition Michael Yeung Toya Teramoto Songtao Wu Tatsuo Fujiwara Kenji Suzuki Tamaki Kojima 71 0 0 09 Dec 2024
Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation Zilyu Ye Zhiyang Chen Tiancheng Li Zemin Huang Weijian Luo Guo-jun Qi DiffM 72 4 0 02 Dec 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
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 44 0 0 16 Nov 2024
ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization Huayang Huang Yu Wu Qian Wang DiffM WIGM 49 4 0 06 Nov 2024
Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances Shilin Lu Zihan Zhou Jiayou Lu Yuanzhi Zhu A. Kong WIGM 80 10 0 24 Oct 2024
Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach Rory Young Nicolas Pugeault AAML 57 3 0 14 Oct 2024
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers Enze Xie Junsong Chen Junyu Chen Han Cai Haotian Tang ... Zhekai Zhang Muyang Li Ligeng Zhu Y. Lu Song Han VLM 31 49 0 14 Oct 2024
Distillation of Discrete Diffusion through Dimensional Correlations Satoshi Hayakawa Yuhta Takida Masaaki Imaizumi Hiromi Wakaki Yuki Mitsufuji DiffM 56 0 0 11 Oct 2024
RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation Songming Liu Lingxuan Wu Bangguo Li Hengkai Tan Huayu Chen Zhengyi Wang Ke Xu Hang Su Jun Zhu 29 72 0 10 Oct 2024
Presto! Distilling Steps and Layers for Accelerating Music Generation Zachary Novack Ge Zhu Jonah Casebeer Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan 45 5 0 07 Oct 2024
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization Zichen Miao Zhengyuan Yang Kevin Lin Ze Wang Zicheng Liu Lijuan Wang Qiang Qiu 40 3 0 04 Oct 2024
SCA: Highly Efficient Semantic-Consistent Unrestricted Adversarial Attack Zihao Pan Weibin Wu Yuhang Cao Zibin Zheng DiffM AAML 55 1 0 03 Oct 2024
MDSGen: Fast and Efficient Masked Diffusion Temporal-Aware Transformers for Open-Domain Sound Generation T. Pham Tri Ton Chang D. Yoo 36 3 0 03 Oct 2024