InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

12 September 2023

Qiang Liu

Papers citing "InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation"

50 / 154 papers shown

Title
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 36 0 0 08 May 2025
Integration Flow Models Jingjing Wang Dan Zhang Joshua Luo Yin Yang Feng Luo 32 0 0 28 Apr 2025
Fast Autoregressive Models for Continuous Latent Generation Tiankai Hang Jianmin Bao Fangyun Wei Dong Chen DiffM 68 0 0 24 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 34 0 0 18 Apr 2025
UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models Guanlong Jiao Biqing Huang Kuan-Chieh Wang Renjie Liao DiffM 75 0 0 17 Apr 2025
Taming Consistency Distillation for Accelerated Human Image Animation X. Wang Shiwei Zhang Hangjie Yuan Yujie Wei Y. Zhang Changxin Gao Yuehuan Wang Nong Sang VGen 20 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 26 0 0 15 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 44 0 0 11 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 45 0 0 02 Apr 2025
ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation Yunhong Min Daehyeon Choi Kyeongmin Yeo Jihyun Lee Minhyuk Sung 44 0 0 28 Mar 2025
High Quality Diffusion Distillation on a Single GPU with Relative and Absolute Position Matching Guoqiang Zhang Kenta Niwa J. P. Lewis Cedric Mesnage W. Kleijn 71 0 0 26 Mar 2025
Learning Straight Flows by Learning Curved Interpolants Shiv Shankar Tomas Geffner 62 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 59 0 0 25 Mar 2025
Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing Jaihoon Kim Taehoon Yoon Jisung Hwang Minhyuk Sung DiffM 46 1 0 25 Mar 2025
Hiding Images in Diffusion Models by Editing Learned Score Functions Haoyu Chen Yunqiao Yang Nan Zhong Kede Ma DiffM 63 0 0 24 Mar 2025
Deeply Supervised Flow-Based Generative Models Inkyu Shin Chenglin Yang Liang-Chieh Chen 58 0 0 18 Mar 2025
MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation Sungwoo Cho J. Choi Sungnyun Kim Se-Young Yun 54 0 0 14 Mar 2025
Adding Additional Control to One-Step Diffusion with Joint Distribution Matching Yihong Luo Tianyang Hu Yifan Song Jiacheng Sun Z. Li Jing Tang DiffM 51 1 0 13 Mar 2025
MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation based Distillation Yuxiang Fu Qi Yan Lele Wang Ke Li Renjie Liao AI4TS 35 1 0 13 Mar 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching Yihong Luo Tianyang Hu Jiacheng Sun Yujun Cai Jing Tang DiffM 71 1 0 13 Mar 2025
REGEN: Learning Compact Video Embedding with (Re-)Generative Decoder Yitian Zhang Long Mai Aniruddha Mahapatra David Bourgin Yicong Hong Jonah Casebeer Feng Liu Y. Fu DiffM VGen 43 0 0 11 Mar 2025
TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision Shaobin Zhuang Yiwei Guo Yanbo Ding Kunchang Li Xinyuan Chen Yaohui Wang Fangyikang Wang Ying Zhang Chen Li Y. Wang 43 0 0 10 Mar 2025
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories Huiyang Shao Xin Xia Y. Yang Yuxi Ren Xing Wang Xuefeng Xiao 48 1 0 10 Mar 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding Xiangxiang Chu Renda Li Yong Wang 58 0 0 08 Mar 2025
ProReflow: Progressive Reflow with Decomposed Velocity Lei Ke Haohang Xu Xuefei Ning Y. Li J. Li Haoling Li Yuxuan Lin Dongsheng Jiang Y. Yang Linfeng Zhang DiffM 53 1 0 05 Mar 2025
TraFlow: Trajectory Distillation on Pre-Trained Rectified Flow Zhangkai Wu Xuhui Fan Hongyu Wu Longbing Cao 34 0 0 24 Feb 2025
DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis Yingahao Aaron Li Rithesh Kumar Zeyu Jin DiffM 81 0 0 21 Feb 2025
Text-to-Image Rectified Flow as Plug-and-Play Priors Xiaofeng Yang Cheng Chen Xulei Yang Fayao Liu Guosheng Lin DiffM 65 7 0 21 Feb 2025
Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile Hangliang Ding Dacheng Li Runlong Su Peiyuan Zhang Zhijie Deng Ion Stoica Hao Zhang VGen 63 3 0 10 Feb 2025
MotionCanvas: Cinematic Shot Design with Controllable Image-to-Video Generation Jinbo Xing Long Mai Cusuh Ham Jiahui Huang Aniruddha Mahapatra Chi-Wing Fu T. Wong Feng Liu DiffM VGen 105 2 0 06 Feb 2025
FairT2I: Mitigating Social Bias in Text-to-Image Generation via Large Language Model-Assisted Detection and Attribute Rebalancing Jinya Sakurai Issei Sato 67 0 0 06 Feb 2025
One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation J. Li Jiezhang Cao Yong Guo W. J. Li Yulun Zhang DiffM 64 0 0 04 Feb 2025
Score as Action: Fine-Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning Hanyang Zhao Haoxian Chen Ji Zhang D. Yao Wenpin Tang 50 0 0 03 Feb 2025
Local Flow Matching Generative Models Chen Xu Xiuyuan Cheng Yao Xie 35 0 0 03 Jan 2025
E-CAR: Efficient Continuous Autoregressive Image Generation via Multistage Modeling Zhihang Yuan Yuzhang Shang H. Zhang Tongcheng Fang Rui Xie Bingxin Xu Yan Yan Shengen Yan Guohao Dai Yu Wang DiffM 86 1 0 18 Dec 2024
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration Wenhao Sun Rong-Cheng Tu Jingyi Liao Zhao Jin Dacheng Tao VGen 97 1 0 16 Dec 2024
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models Tianwei Yin Qiang Zhang Richard Zhang William T. Freeman F. Durand Eli Shechtman Xun Huang VGen DiffM 77 4 0 10 Dec 2024
Turbo3D: Ultra-fast Text-to-3D Generation Hanzhe Hu Tianwei Yin Fujun Luan Yiwei Hu Hao Tan Zexiang Xu Sai Bi Shubham Tulsiani Kai Zhang 3DGS 71 1 0 05 Dec 2024
SyncFlow: Toward Temporally Aligned Joint Audio-Video Generation from Text Haohe Liu Gaël Le Lan Xinhao Mei Zhaoheng Ni Anurag Kumar Varun K. Nagaraja Wenwu Wang Mark D. Plumbley Yangyang Shi Vikas Chandra VGen 61 1 0 03 Dec 2024
SNOOPI: Supercharged One-step Diffusion Distillation with Proper Guidance Viet-Anh Nguyen A. Nguyen T. Dao K. Nguyen Cuong Pham Toan M. Tran Anh Tran DiffM 65 0 0 03 Dec 2024
Steering Rectified Flow Models in the Vector Field for Controlled Image Generation Maitreya Patel Song Wen Dimitris N. Metaxas Yezhou Yang DiffM 105 3 0 27 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 75 0 0 22 Nov 2024
Aligning Few-Step Diffusion Models with Dense Reward Difference Learning Ziyi Zhang Li Shen Sen Zhang Deheng Ye Yong Luo Miaojing Shi Bo Du Dacheng Tao 89 0 0 18 Nov 2024
Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models Shuhong Zheng Zhipeng Bao Ruoyu Zhao Martial Hebert Yu-xiong Wang DiffM 30 0 0 07 Nov 2024
Constant Acceleration Flow Dogyun Park Sojin Lee S. Kim Taehoon Lee Youngjoon Hong Hyunwoo J. Kim 40 0 0 01 Nov 2024
DiffSTR: Controlled Diffusion Models for Scene Text Removal Sanhita Pathak V. Kaushik Brejesh Lall DiffM 15 0 0 29 Oct 2024
Diff-Instruct*: Towards Human-Preferred One-step Text-to-image Generative Models Weijian Luo C. Zhang Debing Zhang Zhengyang Geng 21 3 0 28 Oct 2024
Flow Generator Matching Zemin Huang Zhengyang Geng Weijian Luo Guo-jun Qi 20 8 0 25 Oct 2024
Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences Weijian Luo EGVM 28 6 0 24 Oct 2024
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step Mingyuan Zhou Huangjie Zheng Yi Gu Zhendong Wang Hai Huang DiffM 31 4 0 19 Oct 2024