UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models

9 February 2023

Wenliang Zhao

Jie Zhou

Papers citing "UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models"

40 / 40 papers shown

Title
DualDiff: Dual-branch Diffusion Model for Autonomous Driving with Semantic Fusion Haoteng Li Zhao Yang Zezhong Qian Gongpeng Zhao Yuqi Huang Jun-chen Yu Huazheng Zhou Longjun Liu 103 1 0 03 May 2025
Revisiting Diffusion Autoencoder Training for Image Reconstruction Quality Pramook Khungurn Sukit Seripanitkarn Phonphrm Thawatdamrongkit Supasorn Suwajanakorn DiffM 77 0 0 30 Apr 2025
Integration Flow Models Jingjing Wang Dan Zhang Joshua Luo Yin Yang Feng Luo 145 0 0 28 Apr 2025
Fast Autoregressive Models for Continuous Latent Generation Tiankai Hang Jianmin Bao Fangyun Wei Dong Chen DiffM 77 0 0 24 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 63 0 0 07 Apr 2025
Progressive Human Motion Generation Based on Text and Few Motion Frames Ling-an Zeng Gaojie Wu Ancong Wu Jian-Fang Hu Wei-Shi Zheng 64 1 0 17 Mar 2025
Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Learnable Linear Extrapolation Jiawei Zhang Ziyuan Liu Leon Yan Gen Li Yuantao Gu 59 0 0 13 Mar 2025
Adding Additional Control to One-Step Diffusion with Joint Distribution Matching Yihong Luo Tianyang Hu Yifan Song Jiacheng Sun ZeLin Li Jing Tang DiffM 78 1 0 13 Mar 2025
ProReflow: Progressive Reflow with Decomposed Velocity Lei Ke Haohang Xu Xuefei Ning Yongqian Li Jiajun Li Haoling Li Yuxuan Lin Dongsheng Jiang Yuqing Yang Linfeng Zhang DiffM 62 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 48 2 0 22 Feb 2025
BackdoorDM: A Comprehensive Benchmark for Backdoor Learning in Diffusion Model Weilin Lin Nanjun Zhou Y. Wang Jianze Li Hui Xiong Li Liu AAML DiffM 175 0 0 17 Feb 2025
SWA-LDM: Toward Stealthy Watermarks for Latent Diffusion Models Z. Yang Linye Lyu Xuanhang Chang Daojing He Yu Li 41 0 0 14 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 83 0 0 11 Feb 2025
Designing Scheduling for Diffusion Models via Spectral Analysis Roi Benita Michael Elad Joseph Keshet DiffM 60 0 0 31 Jan 2025
3D Object Manipulation in a Single Image using Generative Models Ruisi Zhao Zechuan Zhang Zongxin Yang Yi Yang 38 1 0 22 Jan 2025
UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models Yuning Han Bingyin Zhao Rui Chu Feng Luo Biplab Sikdar Yingjie Lao DiffM AAML 77 1 0 16 Dec 2024
Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Andreas Müller Denis Lukovnikov Jonas Thietke Asja Fischer Erwin Quiring AAML WIGM 177 4 0 04 Dec 2024
CleAR: Robust Context-Guided Generative Lighting Estimation for Mobile Augmented Reality Yiqin Zhao Mallesham Dasari Tian Guo 53 0 0 04 Nov 2024
Ctrl-U: Robust Conditional Image Generation via Uncertainty-aware Reward Modeling Guiyu Zhang Huan-ang Gao Zijian Jiang Hao Zhao Zhedong Zheng EGVM 52 6 0 15 Oct 2024
Improving Long-Text Alignment for Text-to-Image Diffusion Models Luping Liu Chao Du Tianyu Pang Zehan Wang Chongxuan Li Dong Xu VLM 53 4 0 15 Oct 2024
Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning Saemi Moon M. Lee Sangdon Park Dongwoo Kim 41 1 0 08 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 45 3 0 04 Oct 2024
StructuReiser: A Structure-preserving Video Stylization Method Radim Spetlik David Futschik Daniel Sýkora VGen DiffM 22 0 0 09 Sep 2024
DreamForge: Motion-Aware Autoregressive Video Generation for Multi-View Driving Scenes Jianbiao Mei Yukai Ma Xuemeng Yang Licheng Wen Tiantian Wei Min Dou Yukai Ma Min Dou Botian Shi Yong Liu DiffM VGen 69 3 0 06 Sep 2024
Learning Feature-Preserving Portrait Editing from Generated Pairs Bowei Chen Tiancheng Zhi Peihao Zhu Shen Sang Jing Liu Linjie Luo DiffM 33 0 0 29 Jul 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 65 75 0 27 May 2024
Does Diffusion Beat GAN in Image Super Resolution? Denis Kuznedelev Valerii Startsev Daniil Shlenskii Sergey Kastryulin 38 4 0 27 May 2024
Generalize Polyp Segmentation via Inpainting across Diverse Backgrounds and Pseudo-Mask Refinement Jiajian Ma Fangqi Lu Silin Huang Song Wu Zhen Li DiffM MedIm 33 0 0 21 May 2024
SparseDM: Toward Sparse Efficient Diffusion Models Kafeng Wang Jianfei Chen He Li Zhenpeng Mi Jun-Jie Zhu DiffM 65 8 0 16 Apr 2024
MaxFusion: Plug&Play Multi-Modal Generation in Text-to-Image Diffusion Models Nithin Gopalakrishnan Nair Jeya Maria Jose Valanarasu Vishal M. Patel MoMe 33 7 0 15 Apr 2024
ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models Lukas Höllein Aljavz Bovzivc Norman Muller David Novotny Hung-Yu Tseng Christian Richardt Michael Zollhöfer Matthias Nießner DiffM 46 39 0 04 Mar 2024
Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models Angela Castillo Jonas Kohler Juan C. Pérez Juan Pablo Pérez Albert Pumarola Guohao Li Pablo Arbelaez Ali K. Thabet 30 12 0 19 Dec 2023
DeepCache: Accelerating Diffusion Models for Free Xinyin Ma Gongfan Fang Xinchao Wang 24 122 0 01 Dec 2023
SMaRt: Improving GANs with Score Matching Regularity Mengfei Xia Yujun Shen Ceyuan Yang Ran Yi Wenping Wang Yong-jin Liu 34 5 0 30 Nov 2023
Elucidating the solution space of extended reverse-time SDE for diffusion models Qinpeng Cui Xinyi Zhang Zongqing Lu Qingmin Liao DiffM 35 5 0 12 Sep 2023
Elucidating the Exposure Bias in Diffusion Models Mang Ning Mingxiao Li Jianlin Su A. A. Salah Itir Onal Ertugrul DiffM 119 35 0 29 Aug 2023
Diffusion Sampling with Momentum for Mitigating Divergence Artifacts Suttisak Wizadwongsa Worameth Chinchuthakun Pramook Khungurn Amit Raj Supasorn Suwajanakorn DiffM 48 2 0 20 Jul 2023
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors Paul S. Scotti Atmadeep Banerjee J. Goode Stepan Shabalin A. Nguyen ... Nathalie Verlinde Elad Yundler David Weisberg K. A. Norman Tanishq Mathew Abraham DiffM 36 106 0 29 May 2023
A Comprehensive Survey on Knowledge Distillation of Diffusion Models Weijian Luo DiffM MedIm 52 33 0 09 Apr 2023
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 282 10,354 0 12 Dec 2018