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2309.06380
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InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
International Conference on Learning Representations (ICLR), 2023
12 September 2023
Xingchao Liu
Xiwen Zhang
Jianzhu Ma
Jian Peng
Qiang Liu
Re-assign community
ArXiv (abs)
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HuggingFace (32 upvotes)
Github (1313★)
Papers citing
"InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation"
50 / 214 papers shown
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Xize Cheng
Siqi Zheng
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339
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0
01 Jun 2024
Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching
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Wenxiang Guo
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Jia-Bin Huang
Zehan Wang
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Improving the Training of Rectified Flows
Sangyun Lee
Zinan Lin
Giulia Fanti
271
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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
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301
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30 May 2024
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
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Peiyu Yu
Yaxuan Zhu
Yingshan Chang
Feng Gao
Yingnian Wu
Oscar Leong
440
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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
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320
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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
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422
22
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Learning to Discretize Denoising Diffusion ODEs
Vinh Tong
Hoang Trung-Dung
Anji Liu
Karen Ullrich
Mathias Niepert
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624
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Improved Distribution Matching Distillation for Fast Image Synthesis
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Michael Gharbi
Taesung Park
Richard Zhang
Eli Shechtman
Frédo Durand
William T. Freeman
DiffM
435
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RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance
Neural Information Processing Systems (NeurIPS), 2024
Zhicheng Sun
Zhenhao Yang
Yang Jin
Haozhe Chi
Kun Xu
...
Hao Jiang
Di Zhang
Yang Song
Kun Gai
Yadong Mu
255
10
0
23 May 2024
Adversarial Schrödinger Bridge Matching
Neural Information Processing Systems (NeurIPS), 2024
Nikita Gushchin
Daniil Selikhanovych
Sergei Kholkin
Evgeny Burnaev
Alexander Korotin
OT
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162
7
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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
282
225
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
571
74
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13 May 2024
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Aaditya Prasad
Kevin Qinghong Lin
Jimmy Wu
Linqi Zhou
Jeannette Bohg
329
106
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13 May 2024
Distilling Diffusion Models into Conditional GANs
European Conference on Computer Vision (ECCV), 2024
Minguk Kang
Richard Zhang
Connelly Barnes
Sylvain Paris
Suha Kwak
Jaesik Park
Eli Shechtman
Jun-Yan Zhu
Taesung Park
784
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09 May 2024
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models
Amirmojtaba Sabour
Sanja Fidler
Karsten Kreis
DiffM
211
58
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22 Apr 2024
Accelerating Image Generation with Sub-path Linear Approximation Model
Chen Xu
Tian-Shu Song
Weixin Feng
Xubin Li
Bangyu Xiang
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275
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0
22 Apr 2024
Lazy Diffusion Transformer for Interactive Image Editing
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Zongze Wu
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218
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18 Apr 2024
Neural Shrödinger Bridge Matching for Pansharpening
Zihan Cao
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Liang-Jian Deng
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252
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17 Apr 2024
Rethinking Iterative Stereo Matching from Diffusion Bridge Model Perspective
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230
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Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives
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Jun Yue
Shaobo Xia
Pedram Ghamisi
Weiying Xie
Leyuan Fang
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380
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An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization
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Song Mei
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303
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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
304
22
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01 Apr 2024
Model-Agnostic Human Preference Inversion in Diffusion Models
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Ze Wang
Qiang Qiu
207
1
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01 Apr 2024
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions
Yuda Song
Zehao Sun
Xuanwu Yin
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208
25
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25 Mar 2024
Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models
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Roberto Alcover-Couso
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Jose M. Martínez
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284
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245
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19 Mar 2024
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Yihong Luo
Xiaolong Chen
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421
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Shanchuan Lin
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216
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Jun-Yan Zhu
293
104
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249
57
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Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
Patrick Esser
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Zheng-Jun Zha
H. Lu
Zheng-jun Zha
438
14
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03 Mar 2024
SDXL-Lightning: Progressive Adversarial Diffusion Distillation
Shanchuan Lin
Anran Wang
Xiao Yang
474
201
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21 Feb 2024
Accelerating Parallel Sampling of Diffusion Models
Zhiwei Tang
Jiasheng Tang
Hao Luo
Fan Wang
Tsung-Hui Chang
387
25
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15 Feb 2024
Sequential Flow Straightening for Generative Modeling
Jongmin Yoon
Juho Lee
267
0
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09 Feb 2024
Object-Centric Diffusion for Efficient Video Editing
European Conference on Computer Vision (ECCV), 2024
Kumara Kahatapitiya
Adil Karjauv
Davide Abati
Fatih Porikli
Yuki M. Asano
A. Habibian
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223
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Bellman Optimal Stepsize Straightening of Flow-Matching Models
Bao Nguyen
Binh Nguyen
Viet Anh Nguyen
318
9
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Optimizing Diffusion Noise Can Serve As Universal Motion Priors
Korrawe Karunratanakul
Konpat Preechakul
Emre Aksan
Thabo Beeler
Supasorn Suwajanakorn
Siyu Tang
DiffM
303
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19 Dec 2023
StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation
Akio Kodaira
Chenfeng Xu
Toshiki Hazama
Takanori Yoshimoto
Kohei Ohno
...
Soichi Sugano
Hanying Cho
Zhijian Liu
Kurt Keutzer
Kurt Keutzer
260
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Artem Fedorov
Artem Babenko
Dmitry Baranchuk
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272
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DiffusionLight: Light Probes for Free by Painting a Chrome Ball
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Worameth Chinchuthakun
Nontaphat Sinsunthithet
Amit Raj
Varun Jampani
Pramook Khungurn
Supasorn Suwajanakorn
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483
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Clockwork Diffusion: Efficient Generation With Model-Step Distillation
Computer Vision and Pattern Recognition (CVPR), 2023
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Noor Fathima
Guillaume Sautière
Risheek Garrepalli
Fatih Porikli
Jens Petersen
235
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Fast Sampling Through The Reuse Of Attention Maps In Diffusion Models
International Journal of Computer Vision (IJCV), 2023
Rosco Hunter
Łukasz Dudziak
Mohamed S. Abdelfattah
Abhinav Mehrotra
Sourav Bhattacharya
Hongkai Wen
348
1
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Jie Xiao
Kai Zhu
Han Zhang
Zhiheng Liu
Yujun Shen
Yu Liu
Xueyang Fu
Zheng-Jun Zha
DiffM
216
11
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12 Dec 2023
SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation
Computer Vision and Pattern Recognition (CVPR), 2023
Thuan Hoang Nguyen
Anh Tran
DiffM
349
91
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08 Dec 2023
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Zihao Guo
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Die Zuo
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322
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GeNIe: Generative Hard Negative Images Through Diffusion
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Anuj Singh
K. Navaneet
Hadi Jamali Rad
Hamed Pirsiavash
VLM
DiffM
329
6
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One-step Diffusion with Distribution Matching Distillation
Computer Vision and Pattern Recognition (CVPR), 2023
Tianwei Yin
Michael Gharbi
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Eli Shechtman
Frédo Durand
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Taesung Park
DiffM
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533
0
30 Nov 2023
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