Consistency Models

2 March 2023

Papers citing "Consistency Models"

50 / 629 papers shown

Title
Train a Multi-Task Diffusion Policy on RLBench-18 in One Day with One GPU Yutong Hu Pinhao Song Kehan Wen R. Detry VLM 21 0 0 14 May 2025
Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis B. Ke Kevin Qu T. Wang Nando Metzger Shengyu Huang Bo Li Anton Obukhov Konrad Schindler DiffM VLM 25 0 0 14 May 2025
Fast Text-to-Audio Generation with Adversarial Post-Training Zachary Novack Zach Evans Zack Zukowski Josiah Taylor CJ Carr ... Adnan Al-Sinan Gian Marco Iodice Julian McAuley Taylor Berg-Kirkpatrick Jordi Pons 30 0 0 13 May 2025
Noise Optimized Conditional Diffusion for Domain Adaptation Lingkun Luo Shiqiang Hu Liming Luke Chen DiffM 42 0 0 12 May 2025
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Hongkun Dou Zeyu Li Xingyu Jiang Hao Li Lijun Yang Wen Yao Yue Deng DiffM 38 0 0 12 May 2025
Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side Information Zhenzhou Jin Li You Derrick Wing Kwan Ng Xiang-Gen Xia Xiqi Gao 29 2 0 11 May 2025
Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition Zhiyuan Chen Keyi Li Yifan Jia Le Ye Yufei Ma DiffM 35 0 0 09 May 2025
Diffusion Models are Secretly Exchangeable: Parallelizing DDPMs via Autospeculation Hengyuan Hu Aniket Das Dorsa Sadigh Nima Anari DiffM 26 0 0 06 May 2025
Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions Yiding Chen Yiyi Zhang Owen Oertell Wen Sun DiffM 52 0 0 06 May 2025
MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset via Attention Routing Zinan Guo Pengze Zhang Yanze Wu Chong Mou Mingcong Liu Qian He 33 0 0 05 May 2025
No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves D. Jiang Mengmeng Wang Liuzhuozheng Li Lei Zhang Haoyu Wang Wei Wei Guang Dai Yanning Zhang Jingdong Wang DiffM 51 0 0 05 May 2025
Fast Flow-based Visuomotor Policies via Conditional Optimal Transport Couplings Andreas Sochopoulos Nikolay Malkin Nikolaos Tsagkas João Moura Michael Gienger S. Vijayakumar 47 1 0 02 May 2025
Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Nishant Jain Xunpeng Huang Yian Ma Tong Zhang 46 0 0 02 May 2025
Distilling Two-Timed Flow Models by Separately Matching Initial and Terminal Velocities Pramook Khungurn Pratch Piyawongwisal Sira Sriswadi Supasorn Suwajanakorn 34 0 0 02 May 2025
Efficient and robust 3D blind harmonization for large domain gaps Hwihun Jeong Hayeon Lee S. Chun Jongho Lee 32 0 0 30 Apr 2025
Integration Flow Models Jingjing Wang Dan Zhang Joshua Luo Yin Yang Feng Luo 145 0 0 28 Apr 2025
Robot Motion Planning using One-Step Diffusion with Noise-Optimized Approximate Motions Tomoharu Aizu Takeru Oba Yuki Kondo Norimichi Ukita DiffM 75 0 0 28 Apr 2025
Fast Autoregressive Models for Continuous Latent Generation Tiankai Hang Jianmin Bao Fangyun Wei Dong Chen DiffM 77 0 0 24 Apr 2025
DRAGON: Distributional Rewards Optimize Diffusion Generative Models Yatong Bai Jonah Casebeer Somayeh Sojoudi Nicholas J. Bryan DiffM VLM 48 1 0 21 Apr 2025
Novel Concept-Oriented Synthetic Data approach for Training Generative AI-Driven Crystal Grain Analysis Using Diffusion Model Ahmed Sobhi Saleh Kristof Croes Hajdin Ceric Ingrid De Wolf Houman Zahedmanesh DiffM 26 0 0 21 Apr 2025
Visual Prompting for One-shot Controllable Video Editing without Inversion Zhengbo Zhang Yuxi Zhou Duo Peng Joo-Hwee Lim Zhigang Tu De Wen Soh Lin Geng Foo DiffM 47 1 0 19 Apr 2025
WeatherGen: A Unified Diverse Weather Generator for LiDAR Point Clouds via Spider Mamba Diffusion Yang Wu Yun Zhu Kaihua Zhang J. Qian J. Xie Jian Yang DiffM AI4CE 52 0 0 18 Apr 2025
Packing Input Frame Context in Next-Frame Prediction Models for Video Generation Lvmin Zhang Maneesh Agrawala DiffM VGen 75 0 0 17 Apr 2025
Taming Consistency Distillation for Accelerated Human Image Animation Xinyu Wang Shiwei Zhang Hangjie Yuan Yujie Wei Yang Zhang Changxin Gao Yuehuan Wang Nong Sang VGen 32 0 0 15 Apr 2025
Autoregressive Distillation of Diffusion Transformers Yeongmin Kim Sotiris Anagnostidis Yuming Du Edgar Schönfeld Jonas Kohler Markos Georgopoulos Albert Pumarola Ali K. Thabet A. Sanakoyeu 28 0 0 15 Apr 2025
Decoupled Diffusion Sparks Adaptive Scene Generation Yunsong Zhou Naisheng Ye William Ljungbergh Tianyu Li Jiazhi Yang Zetong Yang Hongzi Zhu Christoffer Petersson Hongyang Li 44 1 0 14 Apr 2025
ZipIR: Latent Pyramid Diffusion Transformer for High-Resolution Image Restoration Yongsheng Yu Haitian Zheng Zhifei Zhang Jianming Zhang Yuqian Zhou Connelly Barnes Y. Liu Wei Xiong Zhe Lin Jiebo Luo 49 0 0 11 Apr 2025
DyDiT++: Dynamic Diffusion Transformers for Efficient Visual Generation Wangbo Zhao Yizeng Han Jiasheng Tang Kai Wang Hao Luo Yibing Song Gao Huang Fan Wang Yang You 71 0 0 09 Apr 2025
EIDT-V: Exploiting Intersections in Diffusion Trajectories for Model-Agnostic, Zero-Shot, Training-Free Text-to-Video Generation Diljeet Jagpal Xi Chen Vinay P. Namboodiri DiffM VGen 51 0 0 09 Apr 2025
Gaussian Mixture Flow Matching Models Hansheng Chen Kai Zhang Hao Tan Zexiang Xu Fujun Luan Leonidas J. Guibas Gordon Wetzstein Sai Bi DiffM 63 0 0 07 Apr 2025
Concept Lancet: Image Editing with Compositional Representation Transplant Jinqi Luo Tianjiao Ding Kwan Ho Ryan Chan Hancheng Min Chris Callison-Burch René Vidal DiffM KELM 72 0 0 03 Apr 2025
Random Conditioning with Distillation for Data-Efficient Diffusion Model Compression Dohyun Kim S. Park Geonhee Han Seung Wook Kim Paul Hongsuck Seo DiffM 55 0 0 02 Apr 2025
Enhanced Diffusion Sampling via Extrapolation with Multiple ODE Solutions Jinyoung Choi Junoh Kang Bohyung Han 35 0 0 02 Apr 2025
Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space Yi Liu Wengen Li Jihong Guan S. Kevin Zhou Yichao Zhang DiffM 49 1 0 31 Mar 2025
Exploring the Evolution of Physics Cognition in Video Generation: A Survey Minghui Lin Xiang Wang Yixuan Wang Shu Wang Fengqi Dai ... Cunxiang Wang Zhengrong Zuo Nong Sang Siteng Huang Donglin Wang EGVM VGen 87 3 0 27 Mar 2025
CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models Qingqing Zhao Yao Lu Moo Jin Kim Zipeng Fu Zhuoyang Zhang ... Ankur Handa Xuan Li Donglai Xiang Gordon Wetzstein Nayeon Lee LM&Ro LRM 43 11 0 27 Mar 2025
Optimal Stepsize for Diffusion Sampling Jianning Pei Han Hu Shuyang Gu 48 0 0 27 Mar 2025
Learning Straight Flows by Learning Curved Interpolants Shiv Shankar Tomas Geffner 74 0 0 26 Mar 2025
AccVideo: Accelerating Video Diffusion Model with Synthetic Dataset Haiyu Zhang Xinyuan Chen Yaohui Wang Xihui Liu Yunhong Wang Yu Qiao VGen 64 0 0 25 Mar 2025
Single-Step Latent Consistency Model for Remote Sensing Image Super-Resolution Xiaohui Sun Jiangwei Mo Hanlin Wu Jie Ma 38 0 0 25 Mar 2025
PCM : Picard Consistency Model for Fast Parallel Sampling of Diffusion Models Junhyuk So Jiwoong Shin Chaeyeon Jang Eunhyeok Park DiffM 48 0 0 25 Mar 2025
Dita: Scaling Diffusion Transformer for Generalist Vision-Language-Action Policy Zhi Hou Tianyi Zhang Yuwen Xiong Haonan Duan Hengjun Pu ... Chengyang Zhao X. Zhu Yu Qiao Jifeng Dai Y. Chen 59 1 0 25 Mar 2025
Hiding Images in Diffusion Models by Editing Learned Score Functions Haoyu Chen Yunqiao Yang Nan Zhong Kede Ma DiffM 68 0 0 24 Mar 2025
AMD-Hummingbird: Towards an Efficient Text-to-Video Model Takashi Isobe He Cui Dong Zhou Mengmeng Ge D. Li E. Barsoum VGen 59 0 0 24 Mar 2025
Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles Ruoqi Zhang Ziwei Luo Jens Sjölund Per Mattsson Linus Gisslén Alessandro Sestini 44 1 0 21 Mar 2025
Bezier Distillation Ling Feng SK Yang 44 0 0 20 Mar 2025
Acc3D: Accelerating Single Image to 3D Diffusion Models via Edge Consistency Guided Score Distillation Kendong Liu Zhiyu Zhu Hui Liu Junhui Hou 47 0 0 20 Mar 2025
Scale-wise Distillation of Diffusion Models Nikita Starodubcev Denis Kuznedelev Artem Babenko Dmitry Baranchuk DiffM 53 0 0 20 Mar 2025
Unleashing Vecset Diffusion Model for Fast Shape Generation Zeqiang Lai Yunfei Zhao Zibo Zhao Haolin Liu Fuyun Wang ... Jinwei Huang Yuhong Liu Jie Jiang Chunchao Guo Xiangyu Yue DiffM 155 1 0 20 Mar 2025
Single-Step Bidirectional Unpaired Image Translation Using Implicit Bridge Consistency Distillation Suhyeon Lee Kwanyoung Kim Jong Chul Ye DiffM 55 0 0 19 Mar 2025