Consistency Models

2 March 2023

Papers citing "Consistency Models"

50 / 634 papers shown

Title
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models Dan G. Jacobellis Daniel Cummings N. Yadwadkar 21 2 0 15 Jan 2024
PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models Junsong Chen Yue Wu Simian Luo Enze Xie Sayak Paul Ping Luo Hang Zhao Zhenguo Li VLM 31 72 0 10 Jan 2024
Bring Metric Functions into Diffusion Models Jie An Zhengyuan Yang Jianfeng Wang Linjie Li Zicheng Liu Lijuan Wang Jiebo Luo DiffM 45 3 0 04 Jan 2024
CoMoSVC: Consistency Model-based Singing Voice Conversion Yiwen Lu Zhen Ye Wei Xue Xu Tan Qi-fei Liu Yi-Ting Guo 22 11 0 03 Jan 2024
Bellman Optimal Stepsize Straightening of Flow-Matching Models Bao Nguyen Binh Nguyen Viet Anh Nguyen 32 6 0 27 Dec 2023
StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation Akio Kodaira Chenfeng Xu Toshiki Hazama Takanori Yoshimoto Kohei Ohno Shogo Mitsuhori Soichi Sugano Hanying Cho Zhijian Liu Kurt Keutzer 26 31 0 19 Dec 2023
Optimizing Diffusion Noise Can Serve As Universal Motion Priors Korrawe Karunratanakul Konpat Preechakul Emre Aksan Thabo Beeler Supasorn Suwajanakorn Siyu Tang DiffM 31 37 0 19 Dec 2023
PolyDiff: Generating 3D Polygonal Meshes with Diffusion Models A. Alliegro Yawar Siddiqui Tatiana Tommasi Matthias Nießner 26 33 0 18 Dec 2023
Paint-it: Text-to-Texture Synthesis via Deep Convolutional Texture Map Optimization and Physically-Based Rendering Youwang Kim Tae-Hyun Oh Gerard Pons-Moll DiffM 19 47 0 18 Dec 2023
PPFM: Image denoising in photon-counting CT using single-step posterior sampling Poisson flow generative models Dennis Hein Staffan Holmin Timothy Szczykutowicz Jonathan S. Maltz Mats Danielsson Ge Wang Mats U. Persson DiffM MedIm 22 7 0 15 Dec 2023
Deep Generative Models for Detector Signature Simulation: A Taxonomic Review Baran Hashemi Claudius Krause 30 16 0 15 Dec 2023
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 59 2 0 15 Dec 2023
Fast Sampling via Discrete Non-Markov Diffusion Models Zixiang Chen Huizhuo Yuan Yongqian Li Yiwen Kou Junkai Zhang Quanquan Gu DiffM 32 6 0 14 Dec 2023
Improving Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architectures Huijie Zhang Yifu Lu Ismail R. Alkhouri S. Ravishankar Dogyoon Song Qing Qu 40 9 0 14 Dec 2023
VideoLCM: Video Latent Consistency Model Xiang Wang Shiwei Zhang Han Zhang Yu Liu Yingya Zhang Changxin Gao Nong Sang VGen DiffM 22 48 0 14 Dec 2023
Motion Flow Matching for Human Motion Synthesis and Editing Vincent Tao Hu Wenzhe Yin Pingchuan Ma Yunlu Chen Basura Fernando Yuki M. Asano E. Gavves Pascal Mettes Bjorn Ommer Cees G. M. Snoek DiffM 32 19 0 14 Dec 2023
Clockwork Diffusion: Efficient Generation With Model-Step Distillation A. Habibian Amir Ghodrati Noor Fathima Guillaume Sautière Risheek Garrepalli Fatih Porikli Jens Petersen 35 7 0 13 Dec 2023
Uncertainty Visualization via Low-Dimensional Posterior Projections Omer Yair E. Nehme T. Michaeli UQCV 38 2 0 12 Dec 2023
Boosting Latent Diffusion with Flow Matching Johannes S. Fischer Ming Gui Pingchuan Ma Nick Stracke S. A. Baumann Bjorn Ommer 22 20 0 12 Dec 2023
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models En-hao Liu Xuefei Ning Huazhong Yang Yu Wang DiffM 39 11 0 12 Dec 2023
One-Step Diffusion Distillation via Deep Equilibrium Models Zhengyang Geng Ashwini Pokle Trevor Killeen 34 28 0 12 Dec 2023
CCM: Adding Conditional Controls to Text-to-Image Consistency Models Jie Xiao Kai Zhu Han Zhang Zhiheng Liu Yujun Shen Yu Liu Xueyang Fu Zheng-Jun Zha DiffM 41 9 0 12 Dec 2023
The Journey, Not the Destination: How Data Guides Diffusion Models Kristian Georgiev Joshua Vendrow Hadi Salman Sung Min Park Aleksander Madry 16 20 0 11 Dec 2023
Consistency Models for Scalable and Fast Simulation-Based Inference Marvin Schmitt Valentin Pratz Ullrich Kothe Paul-Christian Bürkner Stefan T. Radev 29 9 0 09 Dec 2023
Efficient Quantization Strategies for Latent Diffusion Models Yuewei Yang Xiaoliang Dai Jialiang Wang Peizhao Zhang Hongbo Zhang DiffM MQ 24 13 0 09 Dec 2023
SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation Thuan Hoang Nguyen Anh Tran DiffM 26 58 0 08 Dec 2023
Inversion-Free Image Editing with Natural Language Sihan Xu Yidong Huang Jiayi Pan Ziqiao Ma Joyce Chai DiffM 30 61 0 07 Dec 2023
Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models Jiayi Guo Xingqian Xu Yifan Pu Zanlin Ni Chaofei Wang Manushree Vasu Shiji Song Gao Huang Humphrey Shi DiffM 29 28 0 07 Dec 2023
FRDiff : Feature Reuse for Universal Training-free Acceleration of Diffusion Models Junhyuk So Jungwon Lee Eunhyeok Park DiffM 36 9 0 06 Dec 2023
Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis Zehua Chen Guande He Kaiwen Zheng Xu Tan Jun Zhu DiffM 56 21 0 06 Dec 2023
Molecule Joint Auto-Encoding: Trajectory Pretraining with 2D and 3D Diffusion Weitao Du Jiujiu Chen Xuecang Zhang Zhiming Ma Shengchao Liu DiffM 38 9 0 06 Dec 2023
Cache Me if You Can: Accelerating Diffusion Models through Block Caching Felix Wimbauer Bichen Wu Edgar Schoenfeld Xiaoliang Dai Ji Hou ... Jonas Kohler Christian Rupprecht Daniel Cremers Peter Vajda Jialiang Wang DiffM 38 58 0 06 Dec 2023
Projection Regret: Reducing Background Bias for Novelty Detection via Diffusion Models Sungik Choi Hankook Lee Honglak Lee Moontae Lee DiffM 39 7 0 05 Dec 2023
VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence Yuchao Gu Yipin Zhou Bichen Wu Licheng Yu Jia-Wei Liu Rui Zhao Jay Zhangjie Wu David Junhao Zhang Mike Zheng Shou Kevin Tang DiffM VGen 67 37 0 04 Dec 2023
DeepCache: Accelerating Diffusion Models for Free Xinyin Ma Gongfan Fang Xinchao Wang 24 124 0 01 Dec 2023
One-step Diffusion with Distribution Matching Distillation Tianwei Yin Michael Gharbi Richard Zhang Eli Shechtman Frédo Durand William T. Freeman Taesung Park DiffM 129 221 0 30 Nov 2023
DiffusionAvatars: Deferred Diffusion for High-fidelity 3D Head Avatars Tobias Kirschstein Simon Giebenhain Matthias Nießner 34 27 0 30 Nov 2023
Fast ODE-based Sampling for Diffusion Models in Around 5 Steps Zhenyu Zhou Defang Chen Can Wang Chun-Yen Chen DiffM 32 44 0 30 Nov 2023
DanceMeld: Unraveling Dance Phrases with Hierarchical Latent Codes for Music-to-Dance Synthesis Xin Gao Liucheng Hu Peng Zhang Bang Zhang Liefeng Bo DiffM 40 4 0 30 Nov 2023
CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model Jianhao Zeng Dan Song Weizhi Nie Hongshuo Tian Tongtong Wang Anan Liu DiffM 31 20 0 30 Nov 2023
Diffusion Models Without Attention Jing Nathan Yan Jiatao Gu Alexander M. Rush 32 61 0 30 Nov 2023
SMaRt: Improving GANs with Score Matching Regularity Mengfei Xia Yujun Shen Ceyuan Yang Ran Yi Wenping Wang Yong-jin Liu 34 5 0 30 Nov 2023
HiPA: Enabling One-Step Text-to-Image Diffusion Models via High-Frequency-Promoting Adaptation Yifan Zhang Bryan Hooi VLM 37 9 0 30 Nov 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 138 332 0 28 Nov 2023
Exploring Straighter Trajectories of Flow Matching with Diffusion Guidance Siyu Xing Jie Cao Huaibo Huang Xiao-Yu Zhang Ran He 49 3 0 28 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 Tingting Gao Di Zhang VLM 141 24 0 24 Nov 2023
ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion Models Fei Kong Jinhao Duan Lichao Sun Hao-Ran Cheng Renjing Xu Hengtao Shen Xiao-lan Zhu Xiaoshuang Shi Kaidi Xu 44 3 0 23 Nov 2023
SinSR: Diffusion-Based Image Super-Resolution in a Single Step Yufei Wang Wenhan Yang Xinyuan Chen Yaohui Wang Lanqing Guo Lap-Pui Chau Ziwei Liu Yu Qiao Alex C. Kot Bihan Wen DiffM 80 100 0 23 Nov 2023
Continual Learning of Diffusion Models with Generative Distillation Sergi Masip Pau Rodriguez Tinne Tuytelaars Gido M. van de Ven VLM DiffM 36 8 0 23 Nov 2023
Gaussian Interpolation Flows Yuan Gao Jianxia Huang Yuling Jiao AI4CE 20 2 0 20 Nov 2023