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
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
Lazy Diffusion Transformer for Interactive Image Editing Yotam Nitzan Zongze Wu Richard Zhang Eli Shechtman Daniel Cohen-Or Taesung Park Michael Gharbi 43 9 0 18 Apr 2024
Neural Shrödinger Bridge Matching for Pansharpening Zihan Cao Xiao Wu Liang-Jian Deng DiffM 61 2 0 17 Apr 2024
Rethinking Iterative Stereo Matching from Diffusion Bridge Model Perspective Yuguang Shi DiffM 34 0 0 13 Apr 2024
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives Yidan Liu Jun Yue Shaobo Xia Pedram Ghamisi Weiying Xie Leyuan Fang DiffM 42 13 0 13 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 48 0 11 Apr 2024
Bigger is not Always Better: Scaling Properties of Latent Diffusion Models Kangfu Mei Zhengzhong Tu M. Delbracio Hossein Talebi Vishal M. Patel P. Milanfar DiffM 58 12 0 01 Apr 2024
Model-Agnostic Human Preference Inversion in Diffusion Models Jeeyung Kim Ze Wang Qiang Qiu 32 1 0 01 Apr 2024
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions Yuda Song Zehao Sun Xuanwu Yin VLM 40 16 0 25 Mar 2024
Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models Pablo Marcos-Manchón Roberto Alcover-Couso Juan C. Sanmiguel Jose M. Martínez VLM 49 18 0 21 Mar 2024
Optimal Flow Matching: Learning Straight Trajectories in Just One Step Nikita Kornilov Petr Mokrov Alexander Gasnikov Alexander Korotin 34 11 0 19 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 18 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
Multistep Consistency Models Jonathan Heek Emiel Hoogeboom Tim Salimans 36 35 0 11 Mar 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 115 1,085 0 05 Mar 2024
SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation Hongjian Liu Qingsong Xie Zhijie Deng Chen Chen Shixiang Tang Fueyang Fu Zheng-Jun Zha H. Lu Zheng-jun Zha 49 6 0 03 Mar 2024
SDXL-Lightning: Progressive Adversarial Diffusion Distillation Shanchuan Lin Anran Wang Xiao Yang 37 117 0 21 Feb 2024
Accelerating Parallel Sampling of Diffusion Models Zhiwei Tang Jiasheng Tang Hao Luo Fan Wang Tsung-Hui Chang 32 12 0 15 Feb 2024
Sequential Flow Straightening for Generative Modeling Jongmin Yoon Juho Lee 29 0 0 09 Feb 2024
Object-Centric Diffusion for Efficient Video Editing Kumara Kahatapitiya Adil Karjauv Davide Abati Fatih Porikli Yuki M. Asano A. Habibian VGen 40 12 0 11 Jan 2024
Bellman Optimal Stepsize Straightening of Flow-Matching Models Bao Nguyen Binh Nguyen Viet Anh Nguyen 32 6 0 27 Dec 2023
StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation Akio Kodaira Chenfeng Xu Toshiki Hazama Takanori Yoshimoto Kohei Ohno Shogo Mitsuhori Soichi Sugano Hanying Cho Zhijian Liu Kurt Keutzer 23 31 0 19 Dec 2023
Optimizing Diffusion Noise Can Serve As Universal Motion Priors Korrawe Karunratanakul Konpat Preechakul Emre Aksan Thabo Beeler Supasorn Suwajanakorn Siyu Tang DiffM 31 37 0 19 Dec 2023
Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models Nikita Starodubcev Artem Fedorov Artem Babenko Dmitry Baranchuk DiffM 47 3 0 17 Dec 2023
DiffusionLight: Light Probes for Free by Painting a Chrome Ball Pakkapon Phongthawee Worameth Chinchuthakun Nontaphat Sinsunthithet Amit Raj Varun Jampani Pramook Khungurn Supasorn Suwajanakorn DiffM 35 23 0 14 Dec 2023
Fast Sampling Through The Reuse Of Attention Maps In Diffusion Models Rosco Hunter L. Dudziak Mohamed S. Abdelfattah Abhinav Mehrotra Sourav Bhattacharya Hongkai Wen 23 1 0 13 Dec 2023
Clockwork Diffusion: Efficient Generation With Model-Step Distillation A. Habibian Amir Ghodrati Noor Fathima Guillaume Sautière Risheek Garrepalli Fatih Porikli Jens Petersen 20 7 0 13 Dec 2023
CCM: Adding Conditional Controls to Text-to-Image Consistency Models Jie Xiao Kai Zhu Han Zhang Zhiheng Liu Yujun Shen Yu Liu Xueyang Fu Zheng-Jun Zha DiffM 41 9 0 12 Dec 2023
SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation Thuan Hoang Nguyen Anh Tran DiffM 21 57 0 08 Dec 2023
Natural-language-driven Simulation Benchmark and Copilot for Efficient Production of Object Interactions in Virtual Road Scenes Kairui Yang Zihao Guo Gengjie Lin Haotian Dong Die Zuo ... Zhao Huang Zhecheng Xu Fupeng Li Ziyun Bai Di Lin 24 1 0 07 Dec 2023
GeNIe: Generative Hard Negative Images Through Diffusion Soroush Abbasi Koohpayegani Anuj Singh K. Navaneet Hadi Jamali Rad Hamed Pirsiavash VLM DiffM 29 4 0 05 Dec 2023
One-step Diffusion with Distribution Matching Distillation Tianwei Yin Michael Gharbi Richard Zhang Eli Shechtman Frédo Durand William T. Freeman Taesung Park DiffM 124 221 0 30 Nov 2023
HiPA: Enabling One-Step Text-to-Image Diffusion Models via High-Frequency-Promoting Adaptation Yifan Zhang Bryan Hooi VLM 34 9 0 30 Nov 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 138 332 0 28 Nov 2023
MobileDiffusion: Instant Text-to-Image Generation on Mobile Devices Yang Zhao Yanwu Xu Zhisheng Xiao Haolin Jia Tingbo Hou VLM 47 11 0 28 Nov 2023
Exploring Straighter Trajectories of Flow Matching with Diffusion Guidance Siyu Xing Jie Cao Huaibo Huang Xiao-Yu Zhang Ran He 41 3 0 28 Nov 2023
Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion Models C. Rota M. Buzzelli Joost van de Weijer DiffM 23 3 0 27 Nov 2023
UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs Yanwu Xu Yang Zhao Zhisheng Xiao Tingbo Hou 137 107 0 14 Nov 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Liang Feng DiffM 46 43 0 16 Oct 2023
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference Simian Luo Yiqin Tan Longbo Huang Jian Li Hang Zhao DiffM 24 430 0 06 Oct 2023
Stochastic interpolants with data-dependent couplings M. S. Albergo Mark Goldstein Nicholas M. Boffi Rajesh Ranganath Eric Vanden-Eijnden OT 30 30 0 05 Oct 2023
MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images Yanwu Xu Li Sun Wei Peng Shyam Visweswaran Kayhan Batmanghelich MedIm DiffM 48 19 0 05 Oct 2023
Text-to-3D using Gaussian Splatting Manish Sharma Moitreya Chatterjee Yikai Wang Huaping Liu 3DGS 28 225 0 28 Sep 2023
Robust Classification via a Single Diffusion Model Huanran Chen Yinpeng Dong Zhengyi Wang X. Yang Chen-Dong Duan Hang Su Jun Zhu 82 56 0 24 May 2023
Class-Balancing Diffusion Models Yiming Qin Huangjie Zheng Jiangchao Yao Mingyuan Zhou Ya Zhang DiffM 32 42 0 30 Apr 2023
Stochastic Interpolants: A Unifying Framework for Flows and Diffusions M. S. Albergo Nicholas M. Boffi Eric Vanden-Eijnden DiffM 257 263 0 15 Mar 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 521 0 02 Jan 2023
Rectified Flow: A Marginal Preserving Approach to Optimal Transport Qiang Liu OT 130 87 0 29 Sep 2022
Soft Diffusion: Score Matching for General Corruptions Giannis Daras M. Delbracio Hossein Talebi A. Dimakis P. Milanfar DiffM 64 106 0 12 Sep 2022