Consistency Models

2 March 2023

Papers citing "Consistency Models"

50 / 634 papers shown

Title
Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow Fu-Yun Wang Ling Yang Zhaoyang Huang Mengdi Wang Hongsheng Li 37 14 0 09 Oct 2024
InstantIR: Blind Image Restoration with Instant Generative Reference Jen-Yuan Huang Haofan Wang Qixun Wang Xu Bai Hao Ai Peng-Fei Xing Jen-tse Huang 30 1 0 09 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 36 22 0 08 Oct 2024
Training-free Diffusion Model Alignment with Sampling Demons Po-Hung Yeh Kuang-Huei Lee Jun-Cheng Chen 42 4 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 31 6 0 07 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu Huanqiang Zeng Junhui Hou 40 0 0 07 Oct 2024
Presto! Distilling Steps and Layers for Accelerating Music Generation Zachary Novack Ge Zhu Jonah Casebeer Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan 47 5 0 07 Oct 2024
Towards Unsupervised Blind Face Restoration using Diffusion Prior Tianshu Kuai Sina Honari Igor Gilitschenski Alex Levinshtein DiffM 38 0 0 06 Oct 2024
Configurable Multilingual ASR with Speech Summary Representations Harrison Zhu Ivan Fung Yingke Zhu Lahiru Samarakoon 29 0 0 06 Oct 2024
IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis Shitong Shao Zikai Zhou Lichen Bai Haoyi Xiong Zeke Xie VGen 56 1 0 05 Oct 2024
MDMP: Multi-modal Diffusion for supervised Motion Predictions with uncertainty Leo Bringer Joey Wilson Kira Barton Maani Ghaffari DiffM 31 0 0 04 Oct 2024
Dynamic Diffusion Transformer Wangbo Zhao Yizeng Han Jiasheng Tang Kai Wang Yibing Song Gao Huang Fan Wang Yang You 77 13 0 04 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 48 3 0 04 Oct 2024
Posterior sampling via Langevin dynamics based on generative priors Vishal Purohit Matthew Repasky Jianfeng Lu Qiang Qiu Yao Xie Xiuyuan Cheng DiffM 31 1 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 58 10 0 02 Oct 2024
Discrete Copula Diffusion Guy Van den Broeck Oliver Broadrick Mathias Niepert Mathias Niepert DiffM 59 4 0 02 Oct 2024
Text2PDE: Latent Diffusion Models for Accessible Physics Simulation Anthony Y. Zhou Zijie Li Michael Schneier John R Buchanan Jr Amir Barati Farimani AI4CE DiffM 67 5 0 02 Oct 2024
A Survey on Diffusion Models for Inverse Problems Giannis Daras Hyungjin Chung Chieh-Hsin Lai Yuki Mitsufuji Jong Chul Ye P. Milanfar Alexandros G. Dimakis M. Delbracio MedIm 49 39 0 30 Sep 2024
Simple and Fast Distillation of Diffusion Models Zhenyu Zhou Defang Chen Can Wang Chun Chen Siwei Lyu DiffM 43 5 0 29 Sep 2024
Simulation-based inference with the Python Package sbijax Simon Dirmeier S. Ulzega Antonietta Mira Carlo Albert 38 1 0 28 Sep 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun Chen Siwei Lyu Can Wang VLM 48 5 0 28 Sep 2024
Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization Haoran Li Zhennan Jiang Yuhui Chen Dongbin Zhao OffRL 28 2 0 28 Sep 2024
Gradient-free Decoder Inversion in Latent Diffusion Models Seongmin Hong Suh Yoon Jeon Kyeonghyun Lee Ernest K. Ryu S. Chun 26 0 0 27 Sep 2024
FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner Wenliang Zhao Minglei Shi Xumin Yu Jie Zhou Jiwen Lu 37 0 0 26 Sep 2024
Learning Quantized Adaptive Conditions for Diffusion Models Yuchen Liang Yuchuan Tian Lei Yu Huao Tang Jie Hu Xiangzhong Fang Hanting Chen DiffM 34 0 0 26 Sep 2024
VoiceGuider: Enhancing Out-of-Domain Performance in Parameter-Efficient Speaker-Adaptive Text-to-Speech via Autoguidance Jiheum Yeom Heeseung Kim Jooyoung Choi Che Hyun Lee Nohil Park Sungroh Yoon 33 1 0 24 Sep 2024
Multi-Modal Generative AI: Multi-modal LLM, Diffusion and Beyond Hong Chen Xin Wang Yuwei Zhou Bin Huang Yipeng Zhang Wei Feng Houlun Chen Zeyang Zhang Siao Tang Wenwu Zhu DiffM 55 7 0 23 Sep 2024
Bayesian-Optimized One-Step Diffusion Model with Knowledge Distillation for Real-Time 3D Human Motion Prediction Sibo Tian Minghui Zheng Xiao Liang DiffM 33 0 0 19 Sep 2024
DroneDiffusion: Robust Quadrotor Dynamics Learning with Diffusion Models Avirup Das Rishabh Dev Yadav Sihao Sun Mingfei Sun Samuel Kaski Wei Pan 21 2 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 80 8 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 83 3 0 17 Sep 2024
Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models Alexander Koch O. U. Aydin A. Hilbert Jana Rieger Satoru Tanioka F. Ishida Dietmar Frey DiffM MedIm 44 1 0 16 Sep 2024
StyleTTS-ZS: Efficient High-Quality Zero-Shot Text-to-Speech Synthesis with Distilled Time-Varying Style Diffusion Yinghao Aaron Li Xilin Jiang Cong Han N. Mesgarani DiffM 29 5 0 16 Sep 2024
Towards Kinetic Manipulation of the Latent Space Diego Porres 30 0 0 15 Sep 2024
HJ-sampler: A Bayesian sampler for inverse problems of a stochastic process by leveraging Hamilton-Jacobi PDEs and score-based generative models Tingwei Meng Zongren Zou Jérome Darbon George Karniadakis DiffM 43 2 0 15 Sep 2024
E1 TTS: Simple and Fast Non-Autoregressive TTS Zhijun Liu Shuai Wang Pengcheng Zhu Mengxiao Bi Haizhou Li VLM DiffM 38 3 0 14 Sep 2024
Seed-Music: A Unified Framework for High Quality and Controlled Music Generation Ye Bai Haonan Chen Jitong Chen Zhuo Chen Yi Deng ... Hang Zhao Ziyi Zhao Dejian Zhong Shicen Zhou Pei Zou DiffM 63 6 0 13 Sep 2024
TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors Yichuan Mo Hui Huang Mingjie Li Ang Li Yisen Wang AAML DiffM 32 16 0 09 Sep 2024
Generating High Dimensional User-Specific Wireless Channels using Diffusion Models Taekyun Lee Juseong Park Hyeji Kim Jeffrey G. Andrews DiffM 29 4 0 05 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 66 10 0 05 Sep 2024
LinFusion: 1 GPU, 1 Minute, 16K Image Songhua Liu Weihao Yu Zhenxiong Tan Xinchao Wang 48 13 0 03 Sep 2024
FLUX that Plays Music Zhengcong Fei Mingyuan Fan Changqian Yu Junshi Huang 84 7 0 01 Sep 2024
Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization Vage Egiazarian Denis Kuznedelev Anton Voronov Ruslan Svirschevski Michael Goin Daniil Pavlov Dan Alistarh Dmitry Baranchuk MQ 41 0 0 31 Aug 2024
RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance Avideep Mukherjee Soumya Banerjee Piyush Rai Vinay P. Namboodiri DiffM 63 0 0 30 Aug 2024
Super-Resolution works for coastal simulations Zhi-Song Liu Markus Buttner V. Aizinger Andreas Rupp SupR 36 0 0 29 Aug 2024
Merging and Splitting Diffusion Paths for Semantically Coherent Panoramas Fabio Quattrini Vittorio Pippi Silvia Cascianelli Rita Cucchiara 45 3 0 28 Aug 2024
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation Shengyuan Zhang Ling Yang Z. Li An Zhao Chenye Meng Changyuan Yang Guang Yang Zhiyuan Yang Lingyun Sun 32 0 0 28 Aug 2024
Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing Yangyang Xu Wenqi Shao Yong Du Haiming Zhu Yang Zhou Ping Luo Shengfeng He DiffM 44 2 0 23 Aug 2024
LCM-SVC: Latent Diffusion Model Based Singing Voice Conversion with Inference Acceleration via Latent Consistency Distillation Shihao Chen Yu Gu Jianwei Cui Jie Zhang Rilin Chen Lirong Dai 39 2 0 22 Aug 2024
SurgicaL-CD: Generating Surgical Images via Unpaired Image Translation with Latent Consistency Diffusion Models Danush Kumar Venkatesh Dominik Rivoir Micha Pfeiffer Stefanie Speidel MedIm 67 2 0 19 Aug 2024