Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

6 October 2023

Hang Zhao

Papers citing "Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference"

50 / 104 papers shown

Title
High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity Qian Yu Peng-Tao Jiang Hao Zhang Jinwei Chen Bo Li Lihe Zhang Huchuan Lu 147 2 0 01 Jul 2025
The Hidden Cost of an Image: Quantifying the Energy Consumption of AI Image Generation Giulia Bertazzini Chiara Albisani Daniele Baracchi Dasara Shullani Roberto Verdecchia 17 0 0 20 Jun 2025
Hunyuan-GameCraft: High-dynamic Interactive Game Video Generation with Hybrid History Condition Jiaqi Li Junshu Tang Zhiyong Xu Longhuang Wu Yuan Zhou Shuai Shao Tianbao Yu Zhiguo Cao Qinglin Lu DiffM VGen 19 0 0 20 Jun 2025
Fast Training-free Perceptual Image Compression Ziran Zhu Tongda Xu Minye Huang Dailan He Xingtong Ge Xinjie Zhang Ling-Ling Li Yan Wang DiffM 15 0 0 19 Jun 2025
Evolutionary Caching to Accelerate Your Off-the-Shelf Diffusion Model Anirud Aggarwal Abhinav Shrivastava M. Gwilliam 52 0 0 18 Jun 2025
MagCache: Fast Video Generation with Magnitude-Aware Cache Zehong Ma Longhui Wei Feng Wang Shiliang Zhang Q. Tian 42 0 0 10 Jun 2025
LLIA -- Enabling Low-Latency Interactive Avatars: Real-Time Audio-Driven Portrait Video Generation with Diffusion Models Haojie Yu Zhaonian Wang Yihan Pan Meng Cheng Hao Yang Chao Wang Tao Xie Xiaoming Xu Xiaoming Wei Xunliang Cai VGen 63 0 0 06 Jun 2025
Contrastive Flow Matching George Stoica Vivek Ramanujan Xiang Fan Ali Farhadi Ranjay Krishna Judy Hoffman 82 0 0 05 Jun 2025
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training Jianyi Wang Shanchuan Lin Zhijie Lin Yuxi Ren Meng Wei ... Yang Zhao Ceyuan Yang Xuefeng Xiao Chen Change Loy Lu Jiang DiffM VGen 160 1 0 05 Jun 2025
EDITOR: Effective and Interpretable Prompt Inversion for Text-to-Image Diffusion Models Mingzhe Li Gehao Zhang Zhenting Wang Shiqing Ma Siqi Pan Richard Cartwright Juan Zhai DiffM 54 0 0 03 Jun 2025
DCM: Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Zhengyao Lv Chenyang Si Tianlin Pan Zhaoxi Chen Kwan-Yee K. Wong Yu Qiao Ziwei Liu DiffM VGen 46 0 0 03 Jun 2025
Tomographic Foundation Model -- FORCE: Flow-Oriented Reconstruction Conditioning Engine Wenjun Xia Chuang Niu Ge Wang MedIm OOD 32 0 0 02 Jun 2025
Cora: Correspondence-aware image editing using few step diffusion Amirhossein Almohammadi Aryan Mikaeili Sauradip Nag Negar Hassanpour Andrea Tagliasacchi Ali Mahdavi-Amiri DiffM 26 0 0 29 May 2025
One-Way Ticket:Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models S. Li Lei Wang Kai Wang Tao Liu J. Xie Joost van de Weijer Fahad Shahbaz Khan Shiqi Yang Yaxing Wang Jian Yang 64 0 0 28 May 2025
Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models Dar-Yen Chen Hmrishav Bandyopadhyay Kai Zou Yi-Zhe Song 54 0 0 27 May 2025
Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling Qixi Zheng Yushen Chen Zhikang Niu Ziyang Ma Xiaofei Wang Kai Yu Xie Chen 56 0 0 26 May 2025
Instructing Text-to-Image Diffusion Models via Classifier-Guided Semantic Optimization Yuanyuan Chang Yinghua Yao Tao Qin Mengmeng Wang Ivor Tsang Guang Dai DiffM 59 0 0 20 May 2025
One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling Nimrod Berman Ilan Naiman Moshe Eliasof Hedi Zisling Omri Azencot DiffM OffRL 82 0 0 19 May 2025
DRAGON: A Large-Scale Dataset of Realistic Images Generated by Diffusion Models Giulia Bertazzini Daniele Baracchi Dasara Shullani Isao Echizen Alessandro Piva 129 0 0 16 May 2025
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Hongkun Dou Zeyu Li Xingyu Jiang Haoyang Li Lijun Yang Wen Yao Yue Deng DiffM 234 0 0 12 May 2025
Bridging Geometry-Coherent Text-to-3D Generation with Multi-View Diffusion Priors and Gaussian Splatting Feng Yang W. Qian W. Zuo Hui Li 3DGS DiffM 110 0 0 07 May 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability Liwen Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Yang Liu Yijiao Wang Jian Yang DiffM 127 1 0 06 May 2025
No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves Dengyang Jiang Mengmeng Wang Liuzhuozheng Li Lei Zhang Haoyu Wang Wei Wei Guang Dai Yanning Zhang Jingdong Wang DiffM 111 0 0 05 May 2025
Enhancing AI Face Realism: Cost-Efficient Quality Improvement in Distilled Diffusion Models with a Fully Synthetic Dataset Jakub Wąsala Bartłomiej Wrzalski Kornelia Noculak Yuliia Tarasenko Oliwer Krupa Jan Kocoń Grzegorz Chodak 108 0 0 04 May 2025
Rethinking Score Distilling Sampling for 3D Editing and Generation Xingyu Miao Haoran Duan Yang Long Jiawei Han 95 1 0 03 May 2025
The Dual Power of Interpretable Token Embeddings: Jailbreaking Attacks and Defenses for Diffusion Model Unlearning Siyi Chen Yimeng Zhang Sijia Liu Q. Qu AAML 422 0 0 30 Apr 2025
Packing Input Frame Context in Next-Frame Prediction Models for Video Generation Lvmin Zhang Maneesh Agrawala DiffM VGen 163 12 0 17 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 161 0 0 09 Apr 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 505 2 0 20 Mar 2025
Distilling Diversity and Control in Diffusion Models Rohit Gandikota David Bau 98 4 0 13 Mar 2025
Adding Additional Control to One-Step Diffusion with Joint Distribution Matching Yihong Luo Tianyang Hu Yifan Song Jiacheng Sun Zechao Li Jing Tang DiffM 146 1 0 13 Mar 2025
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality Zhengyao Lv Chenyang Si Junhao Song Zhenyu Yang Ping Luo Ziwei Liu Kwan-Yee K. Wong VGen DiffM 166 18 0 13 Mar 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching Yihong Luo Tianyang Hu Jiacheng Sun Yujun Cai Jing Tang DiffM 160 1 0 13 Mar 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation Junsong Chen Shuchen Xue Yuyang Zhao Jincheng Yu Sayak Paul Junyu Chen Han Cai Enze Xie Enze Xie VLM 177 10 0 12 Mar 2025
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity Kwanyoung Kim Byeongsu Sim DiffM VLM 154 0 0 10 Mar 2025
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories Huiyang Shao Xin Xia Yanting Yang Yuxi Ren Xing Wang Xuefeng Xiao 93 4 0 10 Mar 2025
MagicInfinite: Generating Infinite Talking Videos with Your Words and Voice Hongwei Yi Tian Ye Shitong Shao Xuancheng Yang Jiantong Zhao ... Zeke Xie Lei Zhu Wei Li Michael Lingelbach Daquan Zhou VGen 114 4 0 07 Mar 2025
Straight-Line Diffusion Model for Efficient 3D Molecular Generation Yuyan Ni Shikun Feng Haohan Chi Bowen Zheng Huan-ang Gao Wei-Ying Ma Zhi-Ming Ma Yanyan Lan DiffM 112 3 0 04 Mar 2025
Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data Haoxin Li Boyang Li CoGe 188 1 0 03 Mar 2025
SayAnything: Audio-Driven Lip Synchronization with Conditional Video Diffusion Junxian Ma Shiwen Wang Jian Yang Junyi Hu Jian Liang Guosheng Lin Jingbo Chen Kai Li Yu Meng DiffM VGen 122 4 0 17 Feb 2025
MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers Ao Li Wei Fang Hongbo Zhao Le Lu Ge Yang Minfeng Xu DiffM 111 1 0 11 Feb 2025
Visual Generation Without Guidance Huayu Chen Kai Jiang Kaiwen Zheng Jianfei Chen Hang Su Jun Zhu 166 2 0 28 Jan 2025
Accelerate High-Quality Diffusion Models with Inner Loop Feedback M. Gwilliam Han Cai Di Wu Abhinav Shrivastava Zhiyu Cheng 226 1 0 22 Jan 2025
Robust Representation Consistency Model via Contrastive Denoising Jiachen Lei Julius Berner Jiongxiao Wang Zhongzhu Chen Zhongjia Ba Kui Ren Jun Zhu Anima Anandkumar DiffM 156 0 0 22 Jan 2025
SOEDiff: Efficient Distillation for Small Object Editing Yiming Wu Qihe Pan Zhen Zhao Zicheng Wang Sifan Long Ronghua Liang DiffM 179 0 0 03 Jan 2025
RORem: Training a Robust Object Remover with Human-in-the-Loop Ruibin Li Tao Yang Song Guo Lefei Zhang 172 4 0 01 Jan 2025
MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model Wen-Dao Dai Ling-Hao Chen Jingbo Wang Jinpeng Liu Bo Dai Yansong Tang 169 65 0 31 Dec 2024
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
Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Text-to-Image Generation Quan Dao Hao Phung T. Dao Dimitris Metaxas Anh Tran 198 1 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