Consistency Models

2 March 2023

Papers citing "Consistency Models"

50 / 634 papers shown

Title
Music2Latent: Consistency Autoencoders for Latent Audio Compression Marco Pasini Stefan Lattner George Fazekas 24 6 0 12 Aug 2024
A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models Taehong Moon Moonseok Choi Eunggu Yun Jongmin Yoon Gayoung Lee Jaewoong Cho Juho Lee 42 4 0 12 Aug 2024
Connective Viewpoints of Signal-to-Noise Diffusion Models Khanh Doan L. Vuong Tuan Nguyen Anh Tuan Bui Quyen Tran Thanh-Toan Do Dinh Q. Phung Trung Le DiffM 28 0 0 08 Aug 2024
Iterative CT Reconstruction via Latent Variable Optimization of Shallow Diffusion Models S. Ozaki S. Kaji T. Imae K. Nawa H. Yamashita K. Nakagawa DiffM MedIm 37 0 0 06 Aug 2024
Data-Driven Stochastic Closure Modeling via Conditional Diffusion Model and Neural Operator Xinghao Dong Chuanqi Chen Jin-Long Wu DiffM AI4CE 41 5 0 06 Aug 2024
A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models Gen Li Yuting Wei Yuejie Chi Yuxin Chen DiffM 35 22 0 05 Aug 2024
Adaptive Planning with Generative Models under Uncertainty Pascal Jutras-Dubé Ruqi Zhang Aniket Bera 36 2 0 02 Aug 2024
Optimizing Diffusion Models for Joint Trajectory Prediction and Controllable Generation Linhan Xia Chen Tang Lingfeng Sun Simone Rossi Yichen Xie ... T. Hannagan Stefano Sabatini Nicola Poerio Seon-Phil Jeong Wei Zhan 27 5 0 01 Aug 2024
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning Liyuan Mao Haoran Xu Weinan Zhang Xianyuan Zhan Amy Zhang OffRL 41 5 0 29 Jul 2024
Inverse Problems with Diffusion Models: A MAP Estimation Perspective Sai Bharath Chandra Gutha Hossein Azizpour Ricardo Vinuesa DiffM 30 2 0 27 Jul 2024
Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget Vikash Sehwag Xianghao Kong Jingtao Li Michael Spranger Lingjuan Lyu DiffM 47 9 0 22 Jul 2024
Connecting Consistency Distillation to Score Distillation for Text-to-3D Generation Zong-Han Li Minghui Hu Qian Zheng Xudong Jiang DiffM 30 6 0 18 Jul 2024
SMooDi: Stylized Motion Diffusion Model Lei Zhong Yiming Xie Varun Jampani Deqing Sun Huaizu Jiang DiffM 60 15 0 17 Jul 2024
SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow Yuanzhi Zhu Xingchao Liu Qiang Liu 46 9 0 17 Jul 2024
CoSIGN: Few-Step Guidance of ConSIstency Model to Solve General INverse Problems Jiankun Zhao Bowen Song Liyue Shen DiffM 47 4 0 17 Jul 2024
CycleHOI: Improving Human-Object Interaction Detection with Cycle Consistency of Detection and Generation Yisen Wang Yao Teng Limin Wang DiffM 46 1 0 16 Jul 2024
Physics-Inspired Generative Models in Medical Imaging: A Review Dennis Hein Afshin Bozorgpour Dorit Merhof Ge Wang DiffM MedIm AI4CE 41 0 0 15 Jul 2024
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training Yunshu Wu Yingtao Luo Xianghao Kong Evangelos E. Papalexakis Greg Ver Steeg DiffM 43 2 0 12 Jul 2024
Live2Diff: Live Stream Translation via Uni-directional Attention in Video Diffusion Models Zhening Xing Gereon Fox Yanhong Zeng Xingang Pan Mohamed A. Elgharib Christian Theobalt Kai Chen VGen 29 3 0 11 Jul 2024
Several questions of visual generation in 2024 Shuyang Gu 35 1 0 11 Jul 2024
Accelerating Diffusion for SAR-to-Optical Image Translation via Adversarial Consistency Distillation Xinyu Bai Feng Xu 29 3 0 08 Jul 2024
Multimodal Diffusion Transformer: Learning Versatile Behavior from Multimodal Goals Moritz Reuss Ömer Erdinç Yagmurlu Fabian Wenzel Rudolf Lioutikov OffRL 39 42 0 08 Jul 2024
Consistency Flow Matching: Defining Straight Flows with Velocity Consistency Ling Yang Zixiang Zhang Zhilong Zhang Xingchao Liu Minkai Xu Wentao Zhang Chenlin Meng Stefano Ermon Bin Cui 46 18 0 02 Jul 2024
LDP: A Local Diffusion Planner for Efficient Robot Navigation and Collision Avoidance Wenhao Yu Jie Peng Huanyu Yang Junrui Zhang YiFan Duan Jianmin Ji Yanyong Zhang 38 13 0 02 Jul 2024
FORA: Fast-Forward Caching in Diffusion Transformer Acceleration Pratheba Selvaraju Tianyu Ding Tianyi Chen Ilya Zharkov Luming Liang 36 20 0 01 Jul 2024
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models Sangwoong Yoon Himchan Hwang Dohyun Kwon Yung-Kyun Noh Frank C. Park 37 3 0 30 Jun 2024
Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness Yiquan Li Zhongzhu Chen Kun Jin Jiongxiao Wang Bo Li Chaowei Xiao DiffM 39 1 0 30 Jun 2024
DEX-TTS: Diffusion-based EXpressive Text-to-Speech with Style Modeling on Time Variability Hyun Joon Park Jin Sob Kim Wooseok Shin Sung Won Han DiffM 41 2 0 27 Jun 2024
Diffusion Model-Based Video Editing: A Survey Wenhao Sun Rong-Cheng Tu Jingyi Liao Dacheng Tao VGen 66 22 0 26 Jun 2024
Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers Lei Chen Yuan Meng Chen Tang Xinzhu Ma Jingyan Jiang Xin Wang Zhi Wang Wenwu Zhu MQ 31 23 0 25 Jun 2024
Provable Statistical Rates for Consistency Diffusion Models Zehao Dou Minshuo Chen Mengdi Wang Zhuoran Yang DiffM 37 3 0 23 Jun 2024
Diffusion Spectral Representation for Reinforcement Learning Dmitry Shribak Chen-Xiao Gao Yitong Li Chenjun Xiao Bo Dai DiffM 29 3 0 23 Jun 2024
VividDreamer: Towards High-Fidelity and Efficient Text-to-3D Generation Zixuan Chen Ruijie Su Jiahao Zhu Lingxiao Yang Jian-Huang Lai Xiaohua Xie DiffM 32 1 0 21 Jun 2024
Regularized Distribution Matching Distillation for One-step Unpaired Image-to-Image Translation D. Rakitin Ivan Shchekotov Dmitry Vetrov VLM DiffM 41 0 0 20 Jun 2024
Consistency Models Made Easy Zhengyang Geng Ashwini Pokle William Luo Justin Lin J. Zico Kolter 43 27 0 20 Jun 2024
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps Nikita Starodubcev Mikhail Khoroshikh Artem Babenko Dmitry Baranchuk DiffM 36 4 0 20 Jun 2024
Neural Residual Diffusion Models for Deep Scalable Vision Generation Zhiyuan Ma Liangliang Zhao Biqing Qi Bowen Zhou DiffM 64 2 0 19 Jun 2024
Variational Distillation of Diffusion Policies into Mixture of Experts Hongyi Zhou Denis Blessing Ge Li Onur Celik Xiaogang Jia Gerhard Neumann Rudolf Lioutikov DiffM 46 3 0 18 Jun 2024
Imagination Policy: Using Generative Point Cloud Models for Learning Manipulation Policies Haojie Huang Karl Schmeckpeper Dian Wang Ondrej Biza Yaoyao Qian Haotian Liu Mingxi Jia Robert Platt Robin Walters VGen LM&Ro 42 6 0 17 Jun 2024
Consistency^2: Consistent and Fast 3D Painting with Latent Consistency Models Tianfu Wang Anton Obukhov Konrad Schindler DiffM 26 1 0 17 Jun 2024
BiKC: Keypose-Conditioned Consistency Policy for Bimanual Robotic Manipulation Dongjie Yu Hang Xu Yizhou Chen Yi Ren Jia Pan 34 3 0 14 Jun 2024
ControlVAR: Exploring Controllable Visual Autoregressive Modeling Xiang Li Kai Qiu Hao Chen Jason Kuen Zhe-nan Lin Rita Singh Bhiksha Raj DiffM 43 21 0 14 Jun 2024
Watch the Watcher! Backdoor Attacks on Security-Enhancing Diffusion Models Changjiang Li Ren Pang Bochuan Cao Jinghui Chen Fenglong Ma Shouling Ji Ting Wang DiffM 44 3 0 14 Jun 2024
Improving Consistency Models with Generator-Augmented Flows Thibaut Issenhuth Sangchul Lee Jean-Yves Franceschi Jean-Yves Franceschi Chansoo Kim Alain Rakotomamonjy 29 0 0 13 Jun 2024
Diff-A-Riff: Musical Accompaniment Co-creation via Latent Diffusion Models J. Nistal Marco Pasini Cyran Aouameur M. Grachten Stefan Lattner DiffM 53 16 0 12 Jun 2024
CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models Hyungjin Chung Jeongsol Kim Geon Yeong Park Hyelin Nam Jong Chul Ye DiffM 36 26 0 12 Jun 2024
Flow Map Matching Nicholas M. Boffi M. S. Albergo Eric Vanden-Eijnden 34 6 0 11 Jun 2024
Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation Yuanhao Zhai Kevin Lin Zhengyuan Yang Linjie Li Jianfeng Wang Chung-Ching Lin David Doermann Junsong Yuan Lijuan Wang VGen DiffM 41 9 0 11 Jun 2024
Autoregressive Diffusion Transformer for Text-to-Speech Synthesis Zhijun Liu Shuai Wang Sho Inoue Qibing Bai Haizhou Li DiffM 47 15 0 08 Jun 2024
CoBL-Diffusion: Diffusion-Based Conditional Robot Planning in Dynamic Environments Using Control Barrier and Lyapunov Functions Kazuki Mizuta Karen Leung 37 8 0 08 Jun 2024