Consistency Models

2 March 2023

Papers citing "Consistency Models"

50 / 634 papers shown

Title
Efficient Text-driven Motion Generation via Latent Consistency Training Mengxian Hu Minghao Zhu Xun Zhou Qingqing Yan Shu Li Chengju Liu Qi Chen 35 1 0 05 May 2024
ADM: Accelerated Diffusion Model via Estimated Priors for Robust Motion Prediction under Uncertainties Jiahui Li Tianle Shen Zekai Gu Jiawei Sun Chengran Yuan Yuhang Han Shuo Sun Marcelo H. Ang DiffM 40 1 0 01 May 2024
$MicroDreamer: Zero-shot 3D Generation in $\sim$20 Seconds by Score-based Iterative Reconstruction$ MicroDreamer: Zero-shot 3D Generation in $\sim$ 20 Seconds by Score-based Iterative Reconstruction Luxi Chen Zhengyi Wang Zihan Zhou Tingting Gao Hang Su Jun Zhu Chongxuan Li DiffM 3DGS 32 1 0 30 Apr 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Keli Zhang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 37 41 0 29 Apr 2024
BUFF: Boosted Decision Tree based Ultra-Fast Flow matching Cheng Jiang Sitian Qian Huilin Qu 27 1 0 28 Apr 2024
REBEL: Reinforcement Learning via Regressing Relative Rewards Zhaolin Gao Jonathan D. Chang Wenhao Zhan Owen Oertell Gokul Swamy Kianté Brantley Thorsten Joachims J. Andrew Bagnell Jason D. Lee Wen Sun OffRL 46 31 0 25 Apr 2024
FlashSpeech: Efficient Zero-Shot Speech Synthesis Zhen Ye Zeqian Ju Haohe Liu Xu Tan Jianyi Chen ... Weizhen Bian Shulin He Qi-fei Liu Yi-Ting Guo Wei Xue 38 16 0 23 Apr 2024
Accelerating Image Generation with Sub-path Linear Approximation Model Chen Xu Tian-Shu Song Weixin Feng Xubin Li Tiezheng Ge Bo Zheng Limin Wang 42 11 0 22 Apr 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 45 65 0 21 Apr 2024
Music Consistency Models Zhengcong Fei Mingyuan Fan Junshi Huang DiffM 53 5 0 20 Apr 2024
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling Grigory Bartosh Dmitry Vetrov C. A. Naesseth DiffM 34 7 0 19 Apr 2024
σ-GPTs: A New Approach to Autoregressive Models Arnaud Pannatier Evann Courdier Franccois Fleuret AI4TS 28 7 0 15 Apr 2024
An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization Minshuo Chen Song Mei Jianqing Fan Mengdi Wang VLM MedIm DiffM 37 49 0 11 Apr 2024
ConsistencyDet: A Few-step Denoising Framework for Object Detection Using the Consistency Model Lifan Jiang Zhihui Wang Changmiao Wang Ming Li Jiaxu Leng DiffM 28 0 0 11 Apr 2024
High Noise Scheduling is a Must Mahmut S. Gokmen Cody Bumgardner Jie Zhang Ge Wang Jin Chen DiffM 26 0 0 09 Apr 2024
Hash3D: Training-free Acceleration for 3D Generation Xingyi Yang Xinchao Wang 3DGS 38 10 0 09 Apr 2024
Tackling Structural Hallucination in Image Translation with Local Diffusion Seunghoi Kim Chen Jin Tom Diethe Matteo Figini Henry F. J. Tregidgo A. Mullokandov Philip Teare Daniel C. Alexander MedIm 33 5 0 09 Apr 2024
Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model Jichang Yang Hegan Chen Jia Chen Song-jian Wang Shaocong Wang ... Dashan Shang Han Wang Qi Liu Kwang-Ting Cheng Ming Liu DiffM 26 0 0 08 Apr 2024
Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance Dazhong Shen Guanglu Song Zeyue Xue Fu-Yun Wang Yu Liu DiffM 38 11 0 08 Apr 2024
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Junshi Huang 40 24 0 06 Apr 2024
Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation Mingyuan Zhou Huangjie Zheng Zhendong Wang Mingzhang Yin Hai Huang DiffM 53 51 0 05 Apr 2024
On the Surprising Efficacy of Distillation as an Alternative to Pre-Training Small Models Sean Farhat Deming Chen 42 0 0 04 Apr 2024
Masked Completion via Structured Diffusion with White-Box Transformers Druv Pai Ziyang Wu Sam Buchanan Yaodong Yu Yi Ma 35 13 0 03 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 75 19 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-Xiang Wang Yu Wang MoMe 57 4 0 02 Apr 2024
Condition-Aware Neural Network for Controlled Image Generation Han Cai Muyang Li Zhuoyang Zhang Qinsheng Zhang Ming-Yu Liu Song Han DiffM 30 8 0 01 Apr 2024
Model-Agnostic Human Preference Inversion in Diffusion Models Jeeyung Kim Ze Wang Qiang Qiu 32 1 0 01 Apr 2024
Egocentric Scene-aware Human Trajectory Prediction Weizhuo Wang Chenxi Liu Monroe Kennedy 46 0 0 27 Mar 2024
Bidirectional Consistency Models Liangchen Li Jiajun He DiffM 67 12 0 26 Mar 2024
SD-DiT: Unleashing the Power of Self-supervised Discrimination in Diffusion Transformer Rui Zhu Yingwei Pan Yehao Li Ting Yao Zhenglong Sun Tao Mei C. Chen 50 24 0 25 Mar 2024
RL for Consistency Models: Faster Reward Guided Text-to-Image Generation Owen Oertell Jonathan D. Chang Yiyi Zhang Kianté Brantley Wen Sun EGVM 44 4 0 25 Mar 2024
Improving Diffusion Models's Data-Corruption Resistance using Scheduled Pseudo-Huber Loss Artem Khrapov Vadim Popov Tasnima Sadekova Assel Yermekova Mikhail Kudinov DiffM 41 1 0 25 Mar 2024
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions Yuda Song Zehao Sun Xuanwu Yin VLM 46 16 0 25 Mar 2024
A Unified Module for Accelerating STABLE-DIFFUSION: LCM-LORA Ayush Thakur Rashmi Vashisth MoMe 35 2 0 24 Mar 2024
Physics-Informed Diffusion Models Jan-Hendrik Bastek WaiChing Sun D. Kochmann DiffM AI4CE 52 11 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 40 10 0 20 Mar 2024
You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs Yihong Luo Xiaolong Chen Xinghua Qu Jing Tang 61 6 0 19 Mar 2024
AnimateDiff-Lightning: Cross-Model Diffusion Distillation Shanchuan Lin Xiao Yang DiffM VGen 30 19 0 19 Mar 2024
Generalized Consistency Trajectory Models for Image Manipulation Beomsu Kim Jaemin Kim Jeongsol Kim Jong Chul Ye DiffM 28 2 0 19 Mar 2024
SC-Diff: 3D Shape Completion with Latent Diffusion Models Juan D. Galvis Xingxing Zuo Simon Schaefer Stefan Leutengger DiffM 44 3 0 19 Mar 2024
One-Step Image Translation with Text-to-Image Models Gaurav Parmar Taesung Park Srinivasa Narasimhan Jun-Yan Zhu 37 44 0 18 Mar 2024
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation Axel Sauer Frederic Boesel Tim Dockhorn A. Blattmann Patrick Esser Robin Rombach DiffM 46 109 0 18 Mar 2024
Reward Guided Latent Consistency Distillation Jiachen Li Weixi Feng Wenhu Chen William Y. Wang EGVM 31 11 0 16 Mar 2024
Denoising Task Difficulty-based Curriculum for Training Diffusion Models Jin-Young Kim Hyojun Go Soonwoo Kwon Hyun-Gyoon Kim DiffM 71 6 0 15 Mar 2024
LM2D: Lyrics- and Music-Driven Dance Synthesis Wenjie Yin Xuejiao Zhao Yi Yu Hang Yin Danica Kragic Mårten Björkman 28 1 0 14 Mar 2024
Towards Dense and Accurate Radar Perception Via Efficient Cross-Modal Diffusion Model Ruibin Zhang Donglai Xue Yuhan Wang Ruixu Geng Fei Gao 50 6 0 13 Mar 2024
Bridging Different Language Models and Generative Vision Models for Text-to-Image Generation Shihao Zhao Shaozhe Hao Bojia Zi Huaizhe Xu Kwan-Yee K. Wong DiffM VLM 68 8 0 12 Mar 2024
Time-Efficient and Identity-Consistent Virtual Try-On Using A Variant of Altered Diffusion Models Phuong Dam Jihoon Jeong Anh Tran Daeyoung Kim DiffM 32 0 0 12 Mar 2024
Multistep Consistency Models Jonathan Heek Emiel Hoogeboom Tim Salimans 36 35 0 11 Mar 2024
FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing Youyuan Zhang Xuan Ju James J. Clark VGen DiffM 37 6 0 10 Mar 2024