Consistency Models

2 March 2023

Papers citing "Consistency Models"

50 / 634 papers shown

Title
SF-V: Single Forward Video Generation Model Zhixing Zhang Yanyu Li Yushu Wu Yanwu Xu Anil Kag ... Aliaksandr Siarohin Junli Cao Dimitris N. Metaxas Sergey Tulyakov Jian Ren DiffM VGen 47 9 0 06 Jun 2024
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization L. Eyring Shyamgopal Karthik Karsten Roth Alexey Dosovitskiy Zeynep Akata 90 17 0 06 Jun 2024
Multistep Distillation of Diffusion Models via Moment Matching Tim Salimans Thomas Mensink Jonathan Heek Emiel Hoogeboom DiffM 38 24 0 06 Jun 2024
TSPDiffuser: Diffusion Models as Learned Samplers for Traveling Salesperson Path Planning Problems Ryo Yonetani 42 1 0 05 Jun 2024
Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Philip Anastassiou Jiawei Chen J. Chen Yuanzhe Chen Zhuo Chen ... Wenjie Zhang Wenjie Qu Zilin Zhao Dejian Zhong Xiaobin Zhuang 49 79 0 04 Jun 2024
Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation Clement Chadebec O. Tasar Eyal Benaroche Benjamin Aubin VLM 60 9 0 04 Jun 2024
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching Xinyin Ma Gongfan Fang Michael Bi Mi Xinchao Wang 61 30 0 03 Jun 2024
$Δ$ -DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers Pengtao Chen Mingzhu Shen Peng Ye Jianjian Cao Chongjun Tu C. Bouganis Yiren Zhao Tao Chen 60 28 0 03 Jun 2024
ManiCM: Real-time 3D Diffusion Policy via Consistency Model for Robotic Manipulation Guanxing Lu Zifeng Gao Tianxing Chen Wen-Dao Dai Ziwei Wang Yansong Tang Yansong Tang DiffM 76 14 0 03 Jun 2024
AudioLCM: Text-to-Audio Generation with Latent Consistency Models Huadai Liu Rongjie Huang Yang Liu Hengyuan Cao Jialei Wang Xize Cheng Siqi Zheng Zhou Zhao 70 8 0 01 Jun 2024
A-SDM: Accelerating Stable Diffusion through Model Assembly and Feature Inheritance Strategies Jinchao Zhu Yuxuan Wang Siyuan Pan Pengfei Wan Di Zhang Gao Huang 28 0 0 31 May 2024
Unified Directly Denoising for Both Variance Preserving and Variance Exploding Diffusion Models Jingjing Wang Dan Zhang Feng Luo DiffM 34 0 0 31 May 2024
CoMoFusion: Fast and High-quality Fusion of Infrared and Visible Image with Consistency Model Zhiming Meng Hui Li Zeyang Zhang Zhongwei Shen Yunlong Yu Xiaoning Song Xiao-Jun Wu 19 0 0 31 May 2024
Slight Corruption in Pre-training Data Makes Better Diffusion Models Hao Chen Yujin Han Diganta Misra Xiang Li Kai Hu Difan Zou Masashi Sugiyama Jindong Wang Bhiksha Raj DiffM 47 5 0 30 May 2024
GECO: Generative Image-to-3D within a SECOnd Chen Wang Jiatao Gu Xiaoxiao Long Yuan Liu Lingjie Liu 47 5 0 30 May 2024
Improving the Training of Rectified Flows Sangyun Lee Zinan Lin Giulia Fanti 43 20 0 30 May 2024
Don't drop your samples! Coherence-aware training benefits Conditional diffusion Nicolas Dufour Victor Besnier Vicky Kalogeiton David Picard DiffM 61 2 0 30 May 2024
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback Jiachen Li Weixi Feng Tsu-jui Fu Xinyi Wang Sugato Basu Wenhu Chen William Y. Wang VGen 34 27 0 29 May 2024
Diffusion Rejection Sampling Byeonghu Na Yeongmin Kim Minsang Park DongHyeok Shin Wanmo Kang Il-Chul Moon 46 2 0 28 May 2024
MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization Tianchen Zhao Xuefei Ning Tongcheng Fang En-hao Liu Guyue Huang Zinan Lin Shengen Yan Guohao Dai Yu-Xiang Wang MQ DiffM 72 18 0 28 May 2024
Fast Samplers for Inverse Problems in Iterative Refinement Models Kushagra Pandey Ruihan Yang Stephan Mandt DiffM 52 3 0 27 May 2024
Alignment is Key for Applying Diffusion Models to Retrosynthesis Najwa Laabid Severi Rissanen Markus Heinonen Arno Solin Vikas K. Garg DiffM 31 1 0 27 May 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 71 75 0 27 May 2024
EM Distillation for One-step Diffusion Models Sirui Xie Zhisheng Xiao Diederik P. Kingma Tingbo Hou Ying Nian Wu Kevin Patrick Murphy Tim Salimans Ben Poole Ruiqi Gao VLM DiffM 45 24 0 27 May 2024
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training Kai Wang Yukun Zhou Mingjia Shi Zhihang Yuan Yuzhang Shang Yuzhang Shang Hanwang Zhang Hanwang Zhang Yang You 71 10 0 27 May 2024
Protect-Your-IP: Scalable Source-Tracing and Attribution against Personalized Generation Runyi Li Xuanyu Zhang Zhipei Xu Yongbing Zhang Jian Zhang WIGM 56 3 0 26 May 2024
Reflected Flow Matching Tianyu Xie Yu Zhu Longlin Yu Tong Yang Ziheng Cheng Shiyue Zhang Xiangyu Zhang Cheng Zhang 41 5 0 26 May 2024
Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination Shelly Golan Roy Ganz Michael Elad 27 0 0 25 May 2024
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity Haoxuan Chen Yinuo Ren Lexing Ying Grant M. Rotskoff 52 17 0 24 May 2024
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees E. Nehme Rotem Mulayoff T. Michaeli UQCV 48 2 0 24 May 2024
Diffusion Bridge Implicit Models Kaiwen Zheng Guande He Jianfei Chen Fan Bao Jun Zhu DiffM 84 13 0 24 May 2024
Learning to Discretize Denoising Diffusion ODEs Vinh Tong Guy Van den Broeck Anji Liu Mathias Niepert Mathias Niepert DiffM 45 4 0 24 May 2024
Looking Backward: Streaming Video-to-Video Translation with Feature Banks Feng Liang Akio Kodaira Chenfeng Xu Masayoshi Tomizuka Kurt Keutzer Diana Marculescu DiffM VGen 70 7 0 24 May 2024
SFDDM: Single-fold Distillation for Diffusion models Chi Hong Jiyue Huang Robert Birke Dick H. J. Epema Stefanie Roos Lydia Y. Chen 34 1 0 23 May 2024
Improved Distribution Matching Distillation for Fast Image Synthesis Tianwei Yin Michael Gharbi Taesung Park Richard Zhang Eli Shechtman Frédo Durand William T. Freeman DiffM 46 98 0 23 May 2024
AdjointDEIS: Efficient Gradients for Diffusion Models Zander W. Blasingame Chen Liu DiffM 51 2 0 23 May 2024
ComboStoc: Combinatorial Stochasticity for Diffusion Generative Models Rui-Xue Xu Jiepeng Wang Hao Pan Yang Liu Xin Tong Shiqing Xin Changhe Tu Taku Komura Wenping Wang DiffM 43 1 0 22 May 2024
Directly Denoising Diffusion Models Dan Zhang Jingjing Wang Feng Luo DiffM 38 2 0 22 May 2024
Curriculum Direct Preference Optimization for Diffusion and Consistency Models Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu N. Sebe Mubarak Shah EGVM 89 6 0 22 May 2024
CustomText: Customized Textual Image Generation using Diffusion Models Shubham Paliwal Arushi Jain Monika Sharma Vikram Jamwal L. Vig 43 0 0 21 May 2024
Out-of-Distribution Detection with a Single Unconditional Diffusion Model Alvin Heng Alexandre H. Thiery Harold Soh 51 1 0 20 May 2024
On the Trajectory Regularity of ODE-based Diffusion Sampling Defang Chen Zhenyu Zhou Can Wang Chunhua Shen Siwei Lyu 37 14 0 18 May 2024
Flow Score Distillation for Diverse Text-to-3D Generation Runjie Yan Kailu Wu Kaisheng Ma 27 3 0 16 May 2024
PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator Hanshu Yan Xingchao Liu Jiachun Pan Jun Hao Liew Qiang Liu Jiashi Feng 42 41 0 13 May 2024
Consistency Policy: Accelerated Visuomotor Policies via Consistency Distillation Aaditya Prasad Kevin Qinghong Lin Jimmy Wu Linqi Zhou Jeannette Bohg 40 50 0 13 May 2024
Deep MMD Gradient Flow without adversarial training Alexandre Galashov Valentin De Bortoli Arthur Gretton DiffM 40 8 0 10 May 2024
Distilling Diffusion Models into Conditional GANs Minguk Kang Richard Zhang Connelly Barnes Sylvain Paris Suha Kwak Jaesik Park Eli Shechtman Jun-Yan Zhu Taesung Park 46 37 0 09 May 2024
Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models Hongjie Wang Difan Liu Yan Kang Yijun Li Zhe Lin N. Jha Yuchen Liu 39 13 0 08 May 2024
Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond Zheng Zhu Xiaofeng Wang Wangbo Zhao Chen Min Nianchen Deng ... Dawei Zhao Liang Xiao Jian-jun Zhao Jiwen Lu Guan Huang VGen LM&Ro 87 38 0 06 May 2024
CCDM: Continuous Conditional Diffusion Models for Image Generation Xin Ding Member Ieee Yongwei Wang Kao Zhang F. I. Z. Jane Wang DiffM 19 3 0 06 May 2024