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Consistency Models

2 March 2023

Papers citing "Consistency Models"

50 / 220 papers shown

Title
FADA: Fast Diffusion Avatar Synthesis with Mixed-Supervised Multi-CFG Distillation Tianyun Zhong Chao Liang Jianwen Jiang Gaojie Lin Jiaqi Yang Zhou Zhao DiffM 207 1 0 22 Dec 2024
HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories Eric Hedlin Munawar Hayat Fatih Porikli Kwang Moo Yi Shweta Mahajan 3DH 167 0 0 22 Dec 2024
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration Wenhao Sun Rong-Cheng Tu Jingyi Liao Zhao Jin Dacheng Tao VGen 256 1 0 16 Dec 2024
Fast and Robust Visuomotor Riemannian Flow Matching Policy Haoran Ding Noémie Jaquier Jan Peters Leonel Rozo 180 4 0 14 Dec 2024
LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity Hongjie Wang Chih-Yao Ma Yen-Cheng Liu Ji Hou Tao Xu ... Peizhao Zhang Tingbo Hou Peter Vajda N. Jha Xiaoliang Dai LMTD VGen VLM DiffM 197 11 0 13 Dec 2024
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device Yushu Wu Zhixing Zhang Yanyu Li Yanwu Xu Anil Kag ... Ju Hu Dimitris N. Metaxas Yanzhi Wang Sergey Tulyakov Jian Ren VGen DiffM 165 5 0 13 Dec 2024
Improving Source Extraction with Diffusion and Consistency Models Tornike Karchkhadze M. Izadi Shuo Zhang DiffM 147 1 0 09 Dec 2024
Birth and Death of a Rose Chen Geng Yunzhi Zhang Shangzhe Wu Jiajun Wu AI4CE 118 2 0 06 Dec 2024
Switti: Designing Scale-Wise Transformers for Text-to-Image Synthesis Anton Voronov Denis Kuznedelev Mikhail Khoroshikh Valentin Khrulkov Dmitry Baranchuk 261 4 0 02 Dec 2024
Continuous Concepts Removal in Text-to-image Diffusion Models Tingxu Han Weisong Sun Yanrong Hu Chunrong Fang Yonglong Zhang Shiqing Ma Tao Zheng Zhenyu Chen Zhenting Wang DiffM 190 3 0 30 Nov 2024
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model Ryugo Morita Stanislav Frolov Brian B. Moser Takahiro Shirakawa Ko Watanabe Andreas Dengel Jinjia Zhou DiffM 156 0 0 23 Nov 2024
Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward Zhiwei Jia Yuesong Nan Huixi Zhao Gengdai Liu EGVM 203 1 0 22 Nov 2024
Enhancing Exploration with Diffusion Policies in Hybrid Off-Policy RL: Application to Non-Prehensile Manipulation Huy Le Miroslav Gabriel Tai Hoang Gerhard Neumann Ngo Anh Vien 186 1 0 22 Nov 2024
Bag of Design Choices for Inference of High-Resolution Masked Generative Transformer Shitong Shao Zikai Zhou Tian Ye Lichen Bai Zhiqiang Xu Zeke Xie DiffM 123 0 0 16 Nov 2024
Diffusion Sampling Correction via Approximately 10 Parameters Guangyi Wang Wei Peng Lijiang Li Wenyu Chen Yuren Cai Songzhi Su DiffM 117 0 0 10 Nov 2024
Community Forensics: Using Thousands of Generators to Train Fake Image Detectors Jeongsoo Park Andrew Owens 92 5 0 06 Nov 2024
Beyond Autoregression: Fast LLMs via Self-Distillation Through Time Justin Deschenaux Çağlar Gülçehre 131 5 0 28 Oct 2024
David and Goliath: Small One-step Model Beats Large Diffusion with Score Post-training Weijian Luo C. Zhang Debing Zhang Zhengyang Geng 96 4 0 28 Oct 2024
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models Kiwoong Yoo Owen Oertell Junhyun Lee Sanghoon Lee Jaewoo Kang 73 0 0 28 Oct 2024
Q-Distribution guided Q-learning for offline reinforcement learning: Uncertainty penalized Q-value via consistency model Jing Zhang Linjiajie Fang Kexin Shi Wenjia Wang Bing-Yi Jing OffRL 168 0 0 27 Oct 2024
Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences Weijian Luo EGVM 114 9 0 24 Oct 2024
Deep Generative Models for 3D Medical Image Synthesis Paul Friedrich Yannik Frisch P. Cattin 3DV MedIm 92 4 0 23 Oct 2024
MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications Yongrui Yu Yannian Gu Shanghang Zhang Xiaofan Zhang MedIm 121 2 0 20 Oct 2024
ConSinger: Efficient High-Fidelity Singing Voice Generation with Minimal Steps Yulin Song Guorui Sang Jing Yu Chuangbai Xiao DiffM 66 1 0 20 Oct 2024
Truncated Consistency Models Sangyun Lee Yilun Xu Tomas Geffner Giulia Fanti Karsten Kreis Arash Vahdat Weili Nie 143 4 0 18 Oct 2024
ANT: Adaptive Noise Schedule for Time Series Diffusion Models Seunghan Lee Kibok Lee Taeyoung Park AI4TS DiffM 83 5 0 18 Oct 2024
One Step Diffusion via Shortcut Models Kevin Frans Danijar Hafner Sergey Levine Pieter Abbeel VLM DiffM 156 48 0 16 Oct 2024
Improving Long-Text Alignment for Text-to-Image Diffusion Models Luping Liu Chao Du Tianyu Pang Zehan Wang Chongxuan Li Dong Xu VLM 121 8 0 15 Oct 2024
VideoAgent: Self-Improving Video Generation Achint Soni Sreyas Venkataraman Abhranil Chandra Sebastian Fischmeister Percy Liang Bo Dai Sherry Yang LM&Ro VGen 166 11 0 14 Oct 2024
How to Backdoor Consistency Models? Chengen Wang Murat Kantarcioglu DiffM AAML 481 1 0 14 Oct 2024
DiffPO: A causal diffusion model for learning distributions of potential outcomes Yuchen Ma Valentyn Melnychuk Jonas Schweisthal Stefan Feuerriegel DiffM 188 7 0 11 Oct 2024
Distillation of Discrete Diffusion through Dimensional Correlations Satoshi Hayakawa Yuhta Takida Masaaki Imaizumi Hiromi Wakaki Yuki Mitsufuji DiffM 187 4 0 11 Oct 2024
T2V-Turbo-v2: Enhancing Video Generation Model Post-Training through Data, Reward, and Conditional Guidance Design Jiachen Li Qian Long Jian Zheng Xiaofeng Gao Robinson Piramuthu Wenhu Chen William Yang Wang VGen 128 26 0 08 Oct 2024
Training-free Diffusion Model Alignment with Sampling Demons Po-Hung Yeh Kuang-Huei Lee Jun-Cheng Chen 100 9 0 08 Oct 2024
Diffusion Model Predictive Control Guangyao Zhou Sivaramakrishnan Swaminathan Rajkumar Vasudeva Raju J. S. Guntupalli Wolfgang Lehrach Joseph Ortiz Antoine Dedieu Miguel Lázaro-Gredilla Kevin P. Murphy 115 12 0 07 Oct 2024
Presto! Distilling Steps and Layers for Accelerating Music Generation Cheng-i Wang Ge Zhu Jonah Casebeer Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan 128 7 0 07 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu H. Zeng Junhui Hou 81 0 0 07 Oct 2024
Configurable Multilingual ASR with Speech Summary Representations Harrison Zhu Ivan Fung Yingke Zhu Lahiru Samarakoon 80 5 0 06 Oct 2024
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization Zichen Miao Zhengyuan Yang Kevin Lin Ze Wang Zicheng Liu Lijuan Wang Qiang Qiu 97 6 0 04 Oct 2024
MDMP: Multi-modal Diffusion for supervised Motion Predictions with uncertainty Leo Bringer Joey Wilson Kira Barton Maani Ghaffari DiffM 60 0 0 04 Oct 2024
Text2PDE: Latent Diffusion Models for Accessible Physics Simulation Anthony Zhou Zijie Li Michael Schneier John R Buchanan Jr Amir Barati Farimani AI4CE DiffM 170 8 0 02 Oct 2024
Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding Yao Teng Han Shi Xian Liu Xuefei Ning Guohao Dai Yu Wang Zhenguo Li Xihui Liu 124 16 0 02 Oct 2024
Discrete Copula Diffusion Hoang Trung-Dung Oliver Broadrick Mathias Niepert Guy Van den Broeck DiffM 202 15 0 02 Oct 2024
Ensemble Kalman Diffusion Guidance: A Derivative-free Method for Inverse Problems Hongkai Zheng Wenda Chu Austin Wang Nikola B. Kovachki Ricardo Baptista Yisong Yue 103 6 0 30 Sep 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun-Yen Chen Siwei Lyu Can Wang VLM 109 10 0 28 Sep 2024
DroneDiffusion: Robust Quadrotor Dynamics Learning with Diffusion Models Avirup Das Rishabh Dev Yadav Sihao Sun Mingfei Sun Samuel Kaski Wei Pan 81 2 0 17 Sep 2024
Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models Tianqi Chen Shujian Zhang Mingyuan Zhou DiffM 191 5 0 17 Sep 2024
OSV: One Step is Enough for High-Quality Image to Video Generation Xiaofeng Mao Zhengkai Jiang Fu-Yun Wang Wenbing Zhu Hao Chen Mingmin Chi Yabiao Wang Wenhan Luo DiffM VGen 129 13 0 17 Sep 2024
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture Qianlong Xiang Miao Zhang Yuzhang Shang Jianlong Wu Yan Yan Liqiang Nie DiffM 125 10 0 05 Sep 2024
Downscaling Neural Network for Coastal Simulations Zhi-Song Liu Markus Buttner V. Aizinger Andreas Rupp SupR 87 0 0 29 Aug 2024