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Consistency Models

2 March 2023

Papers citing "Consistency Models"

50 / 220 papers shown

Title
Data-Driven Stochastic Closure Modeling via Conditional Diffusion Model and Neural Operator Xinghao Dong Chuanqi Chen Jin-Long Wu DiffM AI4CE 139 5 0 06 Aug 2024
Self-supervised Multi-future Occupancy Forecasting for Autonomous Driving Bernard Lange Masha Itkina Jiachen Li Mykel J. Kochenderfer 107 4 0 30 Jul 2024
Connecting Consistency Distillation to Score Distillation for Text-to-3D Generation Zong-Han Li Minghui Hu Qian Zheng Xudong Jiang DiffM 80 7 0 18 Jul 2024
Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness Yiquan Li Zhongzhu Chen Kun Jin Jiongxiao Wang Bo Li Chaowei Xiao DiffM 91 2 0 30 Jun 2024
BiKC: Keypose-Conditioned Consistency Policy for Bimanual Robotic Manipulation Dongjie Yu Hang Xu Yizhou Chen Yi Ren Jia Pan 93 4 0 14 Jun 2024
Diff-A-Riff: Musical Accompaniment Co-creation via Latent Diffusion Models J. Nistal Marco Pasini Cyran Aouameur M. Grachten Stefan Lattner DiffM 101 19 0 12 Jun 2024
TSPDiffuser: Diffusion Models as Learned Samplers for Traveling Salesperson Path Planning Problems Ryo Yonetani 139 1 0 05 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 176 20 0 03 Jun 2024
Improving the Training of Rectified Flows Sangyun Lee Zinan Lin Giulia Fanti 86 28 0 30 May 2024
Don't drop your samples! Coherence-aware training benefits Conditional diffusion Nicolas Dufour Victor Besnier Vicky Kalogeiton David Picard DiffM 131 2 0 30 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 167 103 0 27 May 2024
Equivariant Denoisers Cannot Copy Graphs: Align Your Graph Diffusion Models Najwa Laabid Severi Rissanen Markus Heinonen Arno Solin Vikas Garg DiffM 87 1 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 155 14 0 27 May 2024
Learning to Discretize Denoising Diffusion ODEs Vinh Tong Hoang Trung-Dung Anji Liu Guy Van den Broeck Mathias Niepert DiffM 136 6 0 24 May 2024
Diffusion Bridge Implicit Models Kaiwen Zheng Guande He Jianfei Chen Fan Bao Jun Zhu DiffM 181 18 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 197 9 0 24 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 143 127 0 23 May 2024
AdjointDEIS: Efficient Gradients for Diffusion Models Zander W. Blasingame Chen Liu DiffM 158 5 0 23 May 2024
Curriculum Direct Preference Optimization for Diffusion and Consistency Models Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu N. Sebe Mubarak Shah EGVM 203 7 0 22 May 2024
Flow Score Distillation for Diverse Text-to-3D Generation Runjie Yan Kailu Wu Kaisheng Ma 74 3 0 16 May 2024
CCDM: Continuous Conditional Diffusion Models for Image Generation Xin Ding Member Ieee Yongwei Wang Kao Zhang F. I. Z. Jane Wang DiffM 137 5 0 06 May 2024
Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis Yuxi Ren Xin Xia Yanzuo Lu Jiacheng Zhang Jie Wu Pan Xie Xing Wang Xuefeng Xiao 161 79 0 21 Apr 2024
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling Grigory Bartosh Dmitry Vetrov C. A. Naesseth DiffM 133 16 0 19 Apr 2024
σ-GPTs: A New Approach to Autoregressive Models Arnaud Pannatier Evann Courdier Franccois Fleuret AI4TS 101 10 0 15 Apr 2024
Faster Diffusion via Temporal Attention Decomposition Haozhe Liu Wentian Zhang Jinheng Xie Francesco Faccio Mengmeng Xu Tao Xiang Mike Zheng Shou Juan-Manuel Perez-Rua Jürgen Schmidhuber DiffM 174 24 0 03 Apr 2024
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better En-hao Liu Junyi Zhu Zinan Lin Xuefei Ning Shuaiqi Wang ... Sergey Yekhanin Guohao Dai Huazhong Yang Yu Wang Yu Wang MoMe 192 4 0 02 Apr 2024
Bidirectional Consistency Models Liangchen Li Jiajun He DiffM 153 15 0 26 Mar 2024
Physics-Informed Diffusion Models Jan-Hendrik Bastek WaiChing Sun D. Kochmann DiffM AI4CE 194 20 0 21 Mar 2024
Diffusion Model for Data-Driven Black-Box Optimization Zihao Li Hui Yuan Kaixuan Huang Chengzhuo Ni Yinyu Ye Minshuo Chen Mengdi Wang DiffM 107 13 0 20 Mar 2024
Denoising Task Difficulty-based Curriculum for Training Diffusion Models Jin-Young Kim Hyojun Go Soonwoo Kwon Hyun-Gyoon Kim DiffM 178 6 0 15 Mar 2024
On the Asymptotic Mean Square Error Optimality of Diffusion Models B. Fesl Benedikt Bock Florian Strasser Michael Baur M. Joham Wolfgang Utschick DiffM 130 2 0 05 Mar 2024
SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation Hongjian Liu Qingsong Xie Zhijie Deng Chen Chen Shixiang Tang Fueyang Fu Zheng-Jun Zha H. Lu Zheng-jun Zha 114 9 0 03 Mar 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 286 22 0 28 Feb 2024
Accelerating Diffusion Sampling with Optimized Time Steps Shuchen Xue Zhaoqiang Liu Fei Chen Shifeng Zhang Tianyang Hu Enze Xie Zhenguo Li DiffM 145 29 0 27 Feb 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 245 103 0 27 Feb 2024
Score-based Diffusion Models via Stochastic Differential Equations -- a Technical Tutorial Wenpin Tang Hanyang Zhao DiffM 118 27 0 12 Feb 2024
Detecting Out-of-Distribution Objects through Class-Conditioned Inpainting Quang-Huy Nguyen Jin Peng Zhou Zhenzhen Liu Khanh-Huyen Bui Kilian Q. Weinberger Wei-Lun Chao Dung D. Le 84 1 0 05 Feb 2024
Equivariant Graph Neural Operator for Modeling 3D Dynamics Minkai Xu Jiaqi Han Aaron Lou Jean Kossaifi Arvind Ramanathan Kamyar Azizzadenesheli J. Leskovec Stefano Ermon A. Anandkumar AI4CE 135 23 0 19 Jan 2024
Efficient generative adversarial networks using linear additive-attention Transformers Emilio Morales-Juarez Gibran Fuentes Pineda 88 3 0 17 Jan 2024
CoMoSVC: Consistency Model-based Singing Voice Conversion Yiwen Lu Zhen Ye Wei Xue Xu Tan Qi-fei Liu Yi-Ting Guo 58 11 0 03 Jan 2024
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 151 2 0 15 Dec 2023
Uncertainty Visualization via Low-Dimensional Posterior Projections Omer Yair E. Nehme T. Michaeli UQCV 72 2 0 12 Dec 2023
Molecule Joint Auto-Encoding: Trajectory Pretraining with 2D and 3D Diffusion Weitao Du Jiujiu Chen Xuecang Zhang Zhiming Ma Shengchao Liu DiffM 80 9 0 06 Dec 2023
SMaRt: Improving GANs with Score Matching Regularity Mengfei Xia Yujun Shen Ceyuan Yang Ran Yi Wenping Wang Yong Liu 100 5 0 30 Nov 2023
Paragraph-to-Image Generation with Information-Enriched Diffusion Model Weijia Wu Zhuang Li Yefei He Mike Zheng Shou Chunhua Shen Lele Cheng Yan Li Yan Li Di Zhang VLM 230 25 0 24 Nov 2023
Improved Techniques for Training Consistency Models Yang Song Prafulla Dhariwal 85 182 0 22 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 Liu 78 5 0 14 Oct 2023
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference Simian Luo Yiqin Tan Longbo Huang Jian Li Hang Zhao DiffM 117 479 0 06 Oct 2023
Feedback-guided Data Synthesis for Imbalanced Classification Reyhane Askari Hemmat Mohammad Pezeshki Florian Bordes M. Drozdzal Adriana Romero Soriano SyDa 94 21 0 29 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 162 23 0 19 Sep 2023