Consistency Models

2 March 2023

Papers citing "Consistency Models"

50 / 634 papers shown

Title
SE(3) Equivariant Augmented Coupling Flows Laurence I. Midgley Vincent Stimper Javier Antorán Emile Mathieu Bernhard Schölkopf José Miguel Hernández-Lobato 42 23 0 20 Aug 2023
DiffLLE: Diffusion-guided Domain Calibration for Unsupervised Low-light Image Enhancement Shuzhou Yang Xuanyu Zhang Yinhuai Wang Jiwen Yu Yuhan Wang Jian Zhang DiffM 34 6 0 18 Aug 2023
SciRE-Solver: Accelerating Diffusion Models Sampling by Score-integrand Solver with Recursive Difference Shigui Li Wei Chen Delu Zeng DiffM 27 3 0 15 Aug 2023
Phoneme Hallucinator: One-shot Voice Conversion via Set Expansion Siyuan Shan Yang Li A. Banerjee Junier B. Oliva 26 4 0 11 Aug 2023
Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning Chun-Mei Feng Kai Yu Yong Liu Salman Khan W. Zuo VLM 22 78 0 11 Aug 2023
On Error Propagation of Diffusion Models Yangming Li M. Schaar DiffM 32 12 0 09 Aug 2023
Improved Order Analysis and Design of Exponential Integrator for Diffusion Models Sampling Qinsheng Zhang Jiaming Song Yongxin Chen DiffM 30 10 0 04 Aug 2023
Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction Thomas Braure Delphine Lazaro David Hateau Vincent Brandon Kévin Ginsburger MedIm 30 0 0 31 Jul 2023
Diffusion Sampling with Momentum for Mitigating Divergence Artifacts Suttisak Wizadwongsa Worameth Chinchuthakun Pramook Khungurn Amit Raj Supasorn Suwajanakorn DiffM 51 2 0 20 Jul 2023
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI H. Bedel Tolga Çukur DiffM MedIm 31 24 0 18 Jul 2023
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency Bowen Song Soo Min Kwon Zecheng Zhang Xinyu Hu Qing Qu Liyue Shen MedIm 34 103 0 16 Jul 2023
Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement Hui Yuan Kaixuan Huang Chengzhuo Ni Minshuo Chen Mengdi Wang DiffM 25 34 0 13 Jul 2023
PC-Droid: Faster diffusion and improved quality for particle cloud generation Matthew Leigh Debasish Sengupta J. A. Raine Guillaume Quétant T. Golling DiffM 46 14 0 13 Jul 2023
SVDM: Single-View Diffusion Model for Pseudo-Stereo 3D Object Detection Yuguang Shi DiffM 43 0 0 05 Jul 2023
Crossway Diffusion: Improving Diffusion-based Visuomotor Policy via Self-supervised Learning Xiang Li Varun Belagali Jinghuan Shang Michael S. Ryoo 40 28 0 04 Jul 2023
ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution Axi Niu T. Pham Kang Zhang Jinqiu Sun Yu Zhu Inso Kweon Yanning Zhang DiffM 22 19 0 03 Jul 2023
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision A. Tewari Tianwei Yin George Cazenavette Semon Rezchikov J. Tenenbaum F. Durand William T. Freeman Vincent Sitzmann DiffM 45 88 0 20 Jun 2023
Score-based Data Assimilation François Rozet Gilles Louppe 43 32 0 18 Jun 2023
GenPose: Generative Category-level Object Pose Estimation via Diffusion Models Jiyao Zhang Min-Yu Wu Hao Dong DiffM 43 36 0 18 Jun 2023
Fast Training of Diffusion Models with Masked Transformers Hongkai Zheng Weili Nie Arash Vahdat Anima Anandkumar DiffM 42 68 0 15 Jun 2023
DiffAug: A Diffuse-and-Denoise Augmentation for Training Robust Classifiers Chandramouli Shama Sastry Sri Harsha Dumpala Sageev Oore 30 0 0 15 Jun 2023
Fill-Up: Balancing Long-Tailed Data with Generative Models Joonghyuk Shin Minguk Kang Jaesik Park 31 29 0 12 Jun 2023
Fast Diffusion Model Zike Wu Pan Zhou Kenji Kawaguchi Hanwang Zhang DiffM 21 20 0 12 Jun 2023
HiddenSinger: High-Quality Singing Voice Synthesis via Neural Audio Codec and Latent Diffusion Models Ji-Sang Hwang Sang-Hoon Lee Seong-Whan Lee DiffM 38 8 0 12 Jun 2023
Improving Tuning-Free Real Image Editing with Proximal Guidance Ligong Han Song Wen Qi Chen Zhixing Zhang Kunpeng Song ... Qilong Zhangli Jindong Jiang Zhaoyang Xia Akash Srivastava Dimitris N. Metaxas DiffM 35 58 0 08 Jun 2023
Multi-Architecture Multi-Expert Diffusion Models Yunsung Lee Jin-Young Kim Hyojun Go Myeongho Jeong Shinhyeok Oh Seungtaek Choi DiffM 31 29 0 08 Jun 2023
Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning Jifeng Hu Yan Sun Sili Huang Siyuan Guo Hechang Chen Li Shen Lichao Sun Yi-Ju Chang Dacheng Tao DiffM OffRL 43 13 0 08 Jun 2023
Interpreting and Improving Diffusion Models from an Optimization Perspective Frank Permenter Chenyang Yuan DiffM 19 4 0 08 Jun 2023
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models G. Stein Jesse C. Cresswell Rasa Hosseinzadeh Yi Sui Brendan Leigh Ross Valentin Villecroze Zhaoyan Liu Anthony L. Caterini J. E. T. Taylor G. Loaiza-Ganem EGVM 33 96 0 07 Jun 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hubert P. H. Shum DiffM 29 54 0 07 Jun 2023
Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations Yu Cao Jingrun Chen Yixin Luo Xiaoping Zhou DiffM 13 7 0 03 Jun 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation Saurabh Saxena Charles Herrmann Junhwa Hur Abhishek Kar Mohammad Norouzi Deqing Sun David J. Fleet DiffM 44 78 0 02 Jun 2023
White-Box Transformers via Sparse Rate Reduction Yaodong Yu Sam Buchanan Druv Pai Tianzhe Chu Ziyang Wu Shengbang Tong B. Haeffele Yi Ma ViT 31 81 0 01 Jun 2023
Intelligent Grimm -- Open-ended Visual Storytelling via Latent Diffusion Models Chang-rui Liu Haoning Wu Yujie Zhong Xiaoyu Zhang Yanfeng Wang Weidi Xie DiffM VLM 33 39 0 01 Jun 2023
Dissecting Arbitrary-scale Super-resolution Capability from Pre-trained Diffusion Generative Models Ruibin Li Qihua Zhou Song Guo Jiewei Zhang Jingcai Guo Xinyang Jiang Yifei Shen Zhen-Hai Han DiffM 14 15 0 01 Jun 2023
On the Equivalence of Consistency-Type Models: Consistency Models, Consistent Diffusion Models, and Fokker-Planck Regularization Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka Naoki Murata Yuki Mitsufuji Stefano Ermon DiffM 11 10 0 01 Jun 2023
A Geometric Perspective on Diffusion Models Defang Chen Zhenyu Zhou Jianhan Mei Chunhua Shen Chun-Yen Chen C. Wang DiffM 31 19 0 31 May 2023
Nested Diffusion Processes for Anytime Image Generation Noam Elata Bahjat Kawar T. Michaeli Michael Elad DiffM 26 4 0 30 May 2023
From Zero to Turbulence: Generative Modeling for 3D Flow Simulation Marten Lienen David Lüdke Jan Hansen-Palmus Stephan Günnemann DiffM AI4CE 29 24 0 29 May 2023
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation Giorgio Giannone Akash Srivastava Ole Winther Faez Ahmed DiffM AI4CE 37 27 0 29 May 2023
Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models Weijian Luo Tianyang Hu Shifeng Zhang Jiacheng Sun Zhenguo Li Zhihua Zhang 35 107 0 29 May 2023
Alteration-free and Model-agnostic Origin Attribution of Generated Images Zhenting Wang Chen Chen Yi Zeng Lingjuan Lyu Shiqing Ma 28 5 0 29 May 2023
Parallel Sampling of Diffusion Models Andy Shih Suneel Belkhale Stefano Ermon Dorsa Sadigh Nima Anari DiffM 31 50 0 25 May 2023
UDPM: Upsampling Diffusion Probabilistic Models Shady Abu Hussein Raja Giryes DiffM 41 1 0 25 May 2023
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps Mingxiao Li Tingyu Qu Ruicong Yao Wei Sun Marie-Francine Moens DiffM 42 40 0 24 May 2023
Robust Classification via a Single Diffusion Model Huanran Chen Yinpeng Dong Zhengyi Wang Xiaohu Yang Chen-Dong Duan Hang Su Jun Zhu 82 58 0 24 May 2023
SE-Bridge: Speech Enhancement with Consistent Brownian Bridge Zhibin Qiu Mengfan Fu Gang Hua G. Altenbek Hao Huang DiffM 54 4 0 23 May 2023
MaGIC: Multi-modality Guided Image Completion Yongsheng Yu Hao Wang Tiejian Luo Hengrui Fan Libo Zhang 19 12 0 19 May 2023
Catch-Up Distillation: You Only Need to Train Once for Accelerating Sampling Shitong Shao Xu Dai Shouyi Yin Lujun Li Huanran Chen Yang Hu 24 17 0 18 May 2023
TESS: Text-to-Text Self-Conditioned Simplex Diffusion Rabeeh Karimi Mahabadi Hamish Ivison Jaesung Tae James Henderson Iz Beltagy Matthew E. Peters Arman Cohan 37 20 0 15 May 2023