Consistency Models

2 March 2023

Papers citing "Consistency Models"

50 / 631 papers shown

Title
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module Simian Luo Yiqin Tan Suraj Patil Daniel Gu Patrick von Platen Apolinário Passos Longbo Huang Jian Li Hang Zhao MoMe 113 146 0 09 Nov 2023
Exploring the Capability of Text-to-Image Diffusion Models with Structural Edge Guidance for Multi-Spectral Satellite Image Inpainting Mikolaj Czerkawski Christos Tachtatzis DiffM 17 5 0 06 Nov 2023
Idempotent Generative Network Assaf Shocher Amil Dravid Yossi Gandelsman Inbar Mosseri Michael Rubinstein Alexei A. Efros 46 15 0 02 Nov 2023
Bespoke Solvers for Generative Flow Models Neta Shaul Juan C. Pérez Ricky T. Q. Chen Ali K. Thabet Albert Pumarola Y. Lipman 31 23 0 29 Oct 2023
Generative Fractional Diffusion Models Gabriel Nobis Maximilian Springenberg Marco Aversa Michael Detzel Rembert Daems ... Tolga Birdal Manfred Opper Christoph Knochenhauer Luis Oala Wojciech Samek DiffM 32 5 0 26 Oct 2023
Global Structure-Aware Diffusion Process for Low-Light Image Enhancement Jinhui Hou Zhiyu Zhu Junhui Hou Hui Liu Huanqiang Zeng Hui Yuan 45 76 0 26 Oct 2023
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles Xing Shen Hengguan Huang Brennan Nichyporuk Tal Arbel MedIm 46 4 0 24 Oct 2023
Improved Techniques for Training Consistency Models Yang Song Prafulla Dhariwal 37 153 0 22 Oct 2023
DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics Kaiwen Zheng Cheng Lu Jianfei Chen Jun Zhu DiffM 32 75 0 20 Oct 2023
Generative Marginalization Models Sulin Liu Peter J. Ramadge Ryan P. Adams 32 1 0 19 Oct 2023
Object-aware Inversion and Reassembly for Image Editing Zhen Yang Dinggang Gui Wen Wang Hao Chen Bohan Zhuang Chunhua Shen DiffM 33 15 0 18 Oct 2023
Generative artificial intelligence for de novo protein design Adam Winnifrith C. Outeiral Brian L. Hie AI4CE 26 23 0 15 Oct 2023
Towards More Accurate Diffusion Model Acceleration with A Timestep Aligner Mengfei Xia Yujun Shen Changsong Lei Yu Zhou Ran Yi Deli Zhao Wenping Wang Yong-jin Liu 27 5 0 14 Oct 2023
Discovery and Expansion of New Domains within Diffusion Models Ye Zhu Yu Wu Duo Xu Zhiwei Deng Yan Yan Olga Russakovsky DiffM 34 1 0 13 Oct 2023
State of the Art on Diffusion Models for Visual Computing Ryan Po Wang Yifan Vladislav Golyanik Kfir Aberman Jonathan T. Barron ... Matthias Nießner Bjorn Ommer Christian Theobalt Peter Wonka Gordon Wetzstein 33 103 0 11 Oct 2023
Latent Diffusion Counterfactual Explanations Karim Farid Simon Schrodi Max Argus Thomas Brox DiffM 46 12 0 10 Oct 2023
Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling Huangjie Zheng Zhendong Wang Jianbo Yuan Guanghan Ning Pengcheng He Quanzeng You Hongxia Yang Mingyuan Zhou 40 8 0 10 Oct 2023
The Emergence of Reproducibility and Generalizability in Diffusion Models Huijie Zhang Jinfan Zhou Yifu Lu Minzhe Guo Peng Wang Liyue Shen Qing Qu DiffM 28 2 0 08 Oct 2023
On Accelerating Diffusion-based Molecular Conformation Generation in SE(3)-invariant Space Zihan Zhou Ruiying Liu Tianshu Yu DiffM 30 0 0 07 Oct 2023
Conditional Diffusion Model for Target Speaker Extraction Theodor Nguyen Guangzhi Sun Xianrui Zheng Chao Zhang 0031 Philip C. Woodland DiffM 41 4 0 07 Oct 2023
Leveraging Self-Consistency for Data-Efficient Amortized Bayesian Inference Marvin Schmitt Desi R. Ivanova Daniel Habermann Baixu Chen Jie Jiang Stefan T. Radev FedML 35 5 0 06 Oct 2023
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference Simian Luo Yiqin Tan Longbo Huang Jian Li Hang Zhao DiffM 24 433 0 06 Oct 2023
Observation-Guided Diffusion Probabilistic Models Junoh Kang Jinyoung Choi Sungik Choi Bohyung Han 37 1 0 06 Oct 2023
TP2O: Creative Text Pair-to-Object Generation using Balance Swap-Sampling Jun Li Zedong Zhang Jian Yang DiffM 32 6 0 03 Oct 2023
CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation Kangfu Mei M. Delbracio Hossein Talebi Zhengzhong Tu Vishal M. Patel P. Milanfar VLM DiffM 64 11 0 02 Oct 2023
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion Dongjun Kim Chieh-Hsin Lai Wei-Hsiang Liao Naoki Murata Yuhta Takida Toshimitsu Uesaka Yutong He Yuki Mitsufuji Stefano Ermon DiffM 46 172 0 01 Oct 2023
Efficient Planning with Latent Diffusion Wenhao Li DiffM 40 4 0 30 Sep 2023
Feedback-guided Data Synthesis for Imbalanced Classification Reyhane Askari Hemmat Mohammad Pezeshki Florian Bordes M. Drozdzal Adriana Romero Soriano SyDa 17 19 0 29 Sep 2023
EPiC-ly Fast Particle Cloud Generation with Flow-Matching and Diffusion E. Buhmann Cedric Ewen D. Faroughy T. Golling Gregor Kasieczka Matthew Leigh Guillaume Quétant J. A. Raine Debajyoti Sengupta David Shih DiffM 50 27 0 29 Sep 2023
ReFlow-TTS: A Rectified Flow Model for High-fidelity Text-to-Speech Wenhao Guan Qi Su Haodong Zhou Shiyu Miao Xingjia Xie Lin Li Q. Hong DiffM 20 13 0 29 Sep 2023
Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning Daoce Wang Chi Jin OffRL DiffM 27 25 0 29 Sep 2023
Memory in Plain Sight: Surveying the Uncanny Resemblances of Associative Memories and Diffusion Models Benjamin Hoover Hendrik Strobelt Dmitry Krotov Judy Hoffman Z. Kira Duen Horng Chau DiffM 35 4 0 28 Sep 2023
Distilling ODE Solvers of Diffusion Models into Smaller Steps Sanghwan Kim Hao Tang Fisher Yu 28 3 0 28 Sep 2023
Uncertainty Quantification via Neural Posterior Principal Components E. Nehme Omer Yair T. Michaeli UQCV 35 13 0 27 Sep 2023
A Diffusion-Model of Joint Interactive Navigation Matthew Niedoba J. Lavington Yunpeng Liu Vasileios Lioutas Justice Sefas ... Dylan Green Setareh Dabiri Berend Zwartsenberg Adam Scibior Frank Wood DiffM 24 14 0 21 Sep 2023
DreamLLM: Synergistic Multimodal Comprehension and Creation Runpei Dong Chunrui Han Yuang Peng Zekun Qi Zheng Ge ... Hao-Ran Wei Xiangwen Kong Xiangyu Zhang Kaisheng Ma Li Yi MLLM 39 173 0 20 Sep 2023
Score Mismatching for Generative Modeling Senmao Ye Fei Liu DiffM 28 8 0 20 Sep 2023
ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation Yatong Bai Trung D. Q. Dang Dung N. Tran K. Koishida Somayeh Sojoudi DiffM 52 22 0 19 Sep 2023
Reasoning with Latent Diffusion in Offline Reinforcement Learning S. Venkatraman Shivesh Khaitan Ravi Tej Akella John M. Dolan Jeff Schneider Glen Berseth OffRL 17 22 0 12 Sep 2023
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation Xingchao Liu Xiwen Zhang Jianzhu Ma Jian Peng Qiang Liu 108 196 0 12 Sep 2023
Elucidating the solution space of extended reverse-time SDE for diffusion models Qinpeng Cui Xinyi Zhang Zongqing Lu Qingmin Liao DiffM 38 5 0 12 Sep 2023
CaloClouds II: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter Simulation E. Buhmann F. Gaede Gregor Kasieczka A. Korol W. Korcari K. Krüger Peter McKeown DiffM 38 24 0 11 Sep 2023
VoiceFlow: Efficient Text-to-Speech with Rectified Flow Matching Yiwei Guo Chenpeng Du Ziyang Ma Xie Chen K. Yu DiffM 30 37 0 10 Sep 2023
Exploring Sparse MoE in GANs for Text-conditioned Image Synthesis Jiapeng Zhu Ceyuan Yang Kecheng Zheng Yinghao Xu Zifan Shi Yujun Shen MoE 27 8 0 07 Sep 2023
Residual Denoising Diffusion Models Jiawei Liu Qiang Wang Huijie Fan Yinong Wang Yandong Tang Liangqiong Qu DiffM 31 32 0 25 Aug 2023
Full-dose Whole-body PET Synthesis from Low-dose PET Using High-efficiency Denoising Diffusion Probabilistic Model: PET Consistency Model Shaoyan Pan E. Abouei Junbo Peng Joshua Qian Jacob F. Wynne ... Chih-Wei Chang J. Roper J. Nye H. Mao Xiaofeng Yang DiffM MedIm 23 15 0 24 Aug 2023
Convergence guarantee for consistency models Junlong Lyu Zhitang Chen Shoubo Feng DiffM 22 5 0 22 Aug 2023
SE(3) Equivariant Augmented Coupling Flows Laurence I. Midgley Vincent Stimper Javier Antorán Emile Mathieu Bernhard Schölkopf José Miguel Hernández-Lobato 38 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