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 / 155 papers shown

Title
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step Mingyuan Zhou Huangjie Zheng Yi Gu Zhendong Wang Hai Huang DiffM 52 4 0 19 Oct 2024
Truncated Consistency Models Sangyun Lee Yilun Xu Tomas Geffner Giulia Fanti Karsten Kreis Arash Vahdat Weili Nie 57 3 0 18 Oct 2024
Jigsaw++: Imagining Complete Shape Priors for Object Reassembly Jiaxin Lu Gang Hua Qixing Huang 39 2 0 15 Oct 2024
DDIL: Diversity Enhancing Diffusion Distillation With Imitation Learning Risheek Garrepalli Shweta Mahajan Munawar Hayat Fatih Porikli DiffM 31 0 0 15 Oct 2024
Simple ReFlow: Improved Techniques for Fast Flow Models Beomsu Kim Yu-Guan Hsieh Michal Klein Marco Cuturi Jong Chul Ye Bahjat Kawar James Thornton VLM 33 7 0 10 Oct 2024
Progressive Autoregressive Video Diffusion Models Desai Xie Zhan Xu Yicong Hong Hao Tan Difan Liu Feng Liu Arie E. Kaufman Yang Zhou DiffM VGen 61 10 0 10 Oct 2024
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
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
$Diffusion & Adversarial Schr\"odinger Bridges via Iterative Proportional Markovian Fitting$ Diffusion & Adversarial Schr\"odinger Bridges via Iterative Proportional Markovian Fitting Sergei Kholkin Grigoriy Ksenofontov David Li Nikita Kornilov Nikita Gushchin Alexandra Suvorikova Alexey Kroshnin Evgeny Burnaev Alexander Korotin 36 2 0 03 Oct 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
Pruning then Reweighting: Towards Data-Efficient Training of Diffusion Models Yize Li Yihua Zhang Sijia Liu Xue Lin 47 3 0 27 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
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
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
SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher T. Dao Thuan Hoang Nguyen T. Le D. Vu Khoi Nguyen Cuong Pham Anh Tran DiffM 44 13 0 26 Aug 2024
PanoFree: Tuning-Free Holistic Multi-view Image Generation with Cross-view Self-Guidance Aoming Liu Zhong Li Zhang Chen Nannan Li Yinghao Xu Bryan A. Plummer 40 3 0 04 Aug 2024
SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow Yuanzhi Zhu Xingchao Liu Qiang Liu 46 9 0 17 Jul 2024
Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis Haeil Lee Han S. Lee Seoyeon Gye Junmo Kim DiffM 49 2 0 16 Jul 2024
VividDreamer: Invariant Score Distillation For Hyper-Realistic Text-to-3D Generation Wenjie Zhuo Fan Ma Hehe Fan Yi Yang DiffM 34 8 0 13 Jul 2024
LaSe-E2V: Towards Language-guided Semantic-Aware Event-to-Video Reconstruction Kanghao Chen Hangyu Li Jiazhou Zhou Zeyu Wang Lin Wang DiffM VGen 38 2 0 08 Jul 2024
Consistency Flow Matching: Defining Straight Flows with Velocity Consistency Ling Yang Zixiang Zhang Zhilong Zhang Xingchao Liu Minkai Xu Wentao Zhang Chenlin Meng Stefano Ermon Bin Cui 44 18 0 02 Jul 2024
Regularized Distribution Matching Distillation for One-step Unpaired Image-to-Image Translation D. Rakitin Ivan Shchekotov Dmitry Vetrov VLM DiffM 33 0 0 20 Jun 2024
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps Nikita Starodubcev Mikhail Khoroshikh Artem Babenko Dmitry Baranchuk DiffM 36 4 0 20 Jun 2024
Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment Yiheng Li Heyang Jiang Akio Kodaira Masayoshi Tomizuka Kurt Keutzer Chenfeng Xu DiffM 44 7 0 18 Jun 2024
Imagination Policy: Using Generative Point Cloud Models for Learning Manipulation Policies Haojie Huang Karl Schmeckpeper Dian Wang Ondrej Biza Yaoyao Qian Haotian Liu Mingxi Jia Robert Platt Robin Walters VGen LM&Ro 42 6 0 17 Jun 2024
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models Alireza Ganjdanesh Reza Shirkavand Shangqian Gao Heng Huang DiffM VLM 56 4 0 17 Jun 2024
DiTFastAttn: Attention Compression for Diffusion Transformer Models Zhihang Yuan Pu Lu Hanling Zhang Xuefei Ning Linfeng Zhang Tianchen Zhao Shengen Yan Guohao Dai Yu Wang 48 20 0 12 Jun 2024
What If We Recaption Billions of Web Images with LLaMA-3? Xianhang Li Haoqin Tu Mude Hui Zeyu Wang Bingchen Zhao ... Jieru Mei Qing Liu Huangjie Zheng Yuyin Zhou Cihang Xie VLM MLLM 44 35 0 12 Jun 2024
CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models Hyungjin Chung Jeongsol Kim Geon Yeong Park Hyelin Nam Jong Chul Ye DiffM 36 26 0 12 Jun 2024
CLoG: Benchmarking Continual Learning of Image Generation Models Haotian Zhang Junting Zhou Haowei Lin Hang Ye Jianhua Zhu Zihao Wang Liangcai Gao Yizhou Wang Yitao Liang DiffM VLM 37 1 0 07 Jun 2024
SF-V: Single Forward Video Generation Model Zhixing Zhang Yanyu Li Yushu Wu Yanwu Xu Anil Kag ... Aliaksandr Siarohin Junli Cao Dimitris N. Metaxas Sergey Tulyakov Jian Ren DiffM VGen 45 9 0 06 Jun 2024
Multistep Distillation of Diffusion Models via Moment Matching Tim Salimans Thomas Mensink Jonathan Heek Emiel Hoogeboom DiffM 38 23 0 06 Jun 2024
Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation Clement Chadebec O. Tasar Eyal Benaroche Benjamin Aubin VLM 60 9 0 04 Jun 2024
AudioLCM: Text-to-Audio Generation with Latent Consistency Models Huadai Liu Rongjie Huang Yang Liu Hengyuan Cao Jialei Wang Xize Cheng Siqi Zheng Zhou Zhao 68 8 0 01 Jun 2024
Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching Yongqi Wang Wenxiang Guo Rongjie Huang Jia-Bin Huang Zehan Wang Fuming You Ruiqi Li Zhou Zhao VGen DiffM 31 11 0 01 Jun 2024
Improving the Training of Rectified Flows Sangyun Lee Zinan Lin Giulia Fanti 41 19 0 30 May 2024
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow Chaoyang Wang Xiangtai Li Lu Qi Henghui Ding Yunhai Tong Ming-Hsuan Yang DiffM 81 6 0 30 May 2024
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching Yasi Zhang Peiyu Yu Yaxuan Zhu Yingshan Chang Feng Gao Yingnian Wu Oscar Leong 83 7 0 29 May 2024
EM Distillation for One-step Diffusion Models Sirui Xie Zhisheng Xiao Diederik P. Kingma Tingbo Hou Ying Nian Wu Kevin Patrick Murphy Tim Salimans Ben Poole Ruiqi Gao VLM DiffM 42 24 0 27 May 2024
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training Kai Wang Yukun Zhou Mingjia Shi Zhihang Yuan Yuzhang Shang Yuzhang Shang Hanwang Zhang Hanwang Zhang Yang You 71 10 0 27 May 2024
Learning to Discretize Denoising Diffusion ODEs Vinh Tong Guy Van den Broeck Anji Liu Mathias Niepert Mathias Niepert DiffM 45 4 0 24 May 2024
Improved Distribution Matching Distillation for Fast Image Synthesis Tianwei Yin Michael Gharbi Taesung Park Richard Zhang Eli Shechtman Frédo Durand William T. Freeman DiffM 44 95 0 23 May 2024
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance Zhicheng Sun Zhenhao Yang Yang Jin Haozhe Chi Kun Xu ... Hao Jiang Di Zhang Yang Song Kun Gai Yadong Mu 37 3 0 23 May 2024
Adversarial Schrödinger Bridge Matching Nikita Gushchin Daniil Selikhanovych Sergei Kholkin Evgeny Burnaev Alexander Korotin OT DiffM 31 1 0 23 May 2024
Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding Zhimin Li Jianwei Zhang Qin Lin Jiangfeng Xiong Yanxin Long ... Wei Liu Dingyong Wang Yong Yang Jie Jiang Qinglin Lu ViT 48 91 0 14 May 2024
PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator Hanshu Yan Xingchao Liu Jiachun Pan Jun Hao Liew Qiang Liu Jiashi Feng 42 41 0 13 May 2024
Consistency Policy: Accelerated Visuomotor Policies via Consistency Distillation Aaditya Prasad Kevin Qinghong Lin Jimmy Wu Linqi Zhou Jeannette Bohg 40 50 0 13 May 2024
Distilling Diffusion Models into Conditional GANs Minguk Kang Richard Zhang Connelly Barnes Sylvain Paris Suha Kwak Jaesik Park Eli Shechtman Jun-Yan Zhu Taesung Park 46 37 0 09 May 2024
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models Amirmojtaba Sabour Sanja Fidler Karsten Kreis DiffM 40 24 0 22 Apr 2024