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COutfitGAN: Learning to Synthesize Compatible Outfits Supervised by Silhouette Masks and Fashion Styles

COutfitGAN: Learning to Synthesize Compatible Outfits Supervised by Silhouette Masks and Fashion Styles

12 February 2025
Dongliang Zhou
Haijun Zhang
Qun Li
Jianghong Ma
Xiaofei Xu
ArXivPDFHTML

Papers citing "COutfitGAN: Learning to Synthesize Compatible Outfits Supervised by Silhouette Masks and Fashion Styles"

44 / 44 papers shown
Title
PanoGen++: Domain-Adapted Text-Guided Panoramic Environment Generation for Vision-and-Language Navigation
Sen Wang
Dongliang Zhou
Liang Xie
Chao Xu
Ye Yan
Erwei Yin
DiffM
131
3
0
13 Mar 2025
FCBoost-Net: A Generative Network for Synthesizing Multiple Collocated Outfits via Fashion Compatibility Boosting
FCBoost-Net: A Generative Network for Synthesizing Multiple Collocated Outfits via Fashion Compatibility Boosting
Dongliang Zhou
Haijun Zhang
Jianghong Ma
Jicong Fan
Zhao Zhang
296
8
0
03 Feb 2025
BC-GAN: A Generative Adversarial Network for Synthesizing a Batch of Collocated Clothing
BC-GAN: A Generative Adversarial Network for Synthesizing a Batch of Collocated Clothing
Dongliang Zhou
Haijun Zhang
Jianghong Ma
Jianyang Shi
159
3
0
03 Feb 2025
Towards Intelligent Design: A Self-driven Framework for Collocated Clothing Synthesis Leveraging Fashion Styles and Textures
Towards Intelligent Design: A Self-driven Framework for Collocated Clothing Synthesis Leveraging Fashion Styles and Textures
Minglong Dong
Dongliang Zhou
Jianghong Ma
Haijun Zhang
107
2
0
23 Jan 2025
LipGen: Viseme-Guided Lip Video Generation for Enhancing Visual Speech Recognition
LipGen: Viseme-Guided Lip Video Generation for Enhancing Visual Speech Recognition
Bowen Hao
Dongliang Zhou
Xiaojie Li
Xingyu Zhang
Liang Xie
Jianlong Wu
Erwei Yin
112
1
0
08 Jan 2025
Safe-VLN: Collision Avoidance for Vision-and-Language Navigation of
  Autonomous Robots Operating in Continuous Environments
Safe-VLN: Collision Avoidance for Vision-and-Language Navigation of Autonomous Robots Operating in Continuous Environments
Lu Yue
Dongliang Zhou
Liang Xie
Feitian Zhang
Ye Yan
Erwei Yin
66
11
0
06 Nov 2023
SGDiff: A Style Guided Diffusion Model for Fashion Synthesis
SGDiff: A Style Guided Diffusion Model for Fashion Synthesis
Zheng Sun
Yanghong Zhou
Honghong He
P. Y. Mok
DiffM
71
29
0
15 Aug 2023
DiffFashion: Reference-based Fashion Design with Structure-aware
  Transfer by Diffusion Models
DiffFashion: Reference-based Fashion Design with Structure-aware Transfer by Diffusion Models
Shidong Cao
Wenhao Chai
Shengyu Hao
Yanting Zhang
Hangyue Chen
Gaoang Wang
DiffM
60
41
0
14 Feb 2023
IE-GAN: An Improved Evolutionary Generative Adversarial Network Using a
  New Fitness Function and a Generic Crossover Operator
IE-GAN: An Improved Evolutionary Generative Adversarial Network Using a New Fitness Function and a Generic Crossover Operator
Junjie Li
Jingyao Li
Wenbo Zhou
Shuai Lu
57
2
0
25 Jul 2021
Image-to-image Translation via Hierarchical Style Disentanglement
Image-to-image Translation via Hierarchical Style Disentanglement
Xinyang Li
Shengchuan Zhang
Jie Hu
Liujuan Cao
Xiaopeng Hong
Xudong Mao
Feiyue Huang
Yongjian Wu
Rongrong Ji
VLM
56
116
0
02 Mar 2021
Designing an Encoder for StyleGAN Image Manipulation
Designing an Encoder for StyleGAN Image Manipulation
Omer Tov
Yuval Alaluf
Yotam Nitzan
Or Patashnik
Daniel Cohen-Or
281
785
0
04 Feb 2021
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation
Elad Richardson
Yuval Alaluf
Or Patashnik
Yotam Nitzan
Yaniv Azar
Stav Shapiro
Daniel Cohen-Or
130
1,108
0
03 Aug 2020
Self-supervised Visual Attribute Learning for Fashion Compatibility
Self-supervised Visual Attribute Learning for Fashion Compatibility
Donghyun Kim
Kuniaki Saito
Samarth Mishra
Stan Sclaroff
Kate Saenko
Bryan A. Plummer
SSL
68
22
0
01 Aug 2020
Contrastive Learning for Unpaired Image-to-Image Translation
Contrastive Learning for Unpaired Image-to-Image Translation
Taesung Park
Alexei A. Efros
Richard Y. Zhang
Jun-Yan Zhu
SSL
83
1,225
0
30 Jul 2020
Semantic Photo Manipulation with a Generative Image Prior
Semantic Photo Manipulation with a Generative Image Prior
David Bau
Hendrik Strobelt
William S. Peebles
Jonas Wulff
Bolei Zhou
Jun-Yan Zhu
Antonio Torralba
GAN
87
353
0
15 May 2020
Lifespan Age Transformation Synthesis
Lifespan Age Transformation Synthesis
Roy Or-El
Soumyadip Sengupta
Ohad Fried
Eli Shechtman
Ira Kemelmacher-Shlizerman
67
105
0
21 Mar 2020
A U-Net Based Discriminator for Generative Adversarial Networks
A U-Net Based Discriminator for Generative Adversarial Networks
Edgar Schönfeld
Bernt Schiele
Anna Khoreva
GAN
76
295
0
28 Feb 2020
StarGAN v2: Diverse Image Synthesis for Multiple Domains
StarGAN v2: Diverse Image Synthesis for Multiple Domains
Yunjey Choi
Youngjung Uh
Jaejun Yoo
Jung-Woo Ha
3DH
125
1,749
0
04 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN
Analyzing and Improving the Image Quality of StyleGAN
Tero Karras
S. Laine
M. Aittala
Janne Hellsten
J. Lehtinen
Timo Aila
GAN
284
5,815
0
03 Dec 2019
Outfit Compatibility Prediction and Diagnosis with Multi-Layered
  Comparison Network
Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network
Xin Wang
Bochun Wu
Yun Ye
Y. Zhong
32
45
0
26 Jul 2019
A Simple Pooling-Based Design for Real-Time Salient Object Detection
A Simple Pooling-Based Design for Real-Time Salient Object Detection
Jiangjiang Liu
Qibin Hou
Ming-Ming Cheng
Jiashi Feng
Jianmin Jiang
ObjD
82
863
0
21 Apr 2019
Fashion++: Minimal Edits for Outfit Improvement
Fashion++: Minimal Edits for Outfit Improvement
Wei-Lin Hsiao
Isay Katsman
Chao-Yuan Wu
Devi Parikh
Kristen Grauman
59
67
0
19 Apr 2019
Progressive Pose Attention Transfer for Person Image Generation
Progressive Pose Attention Transfer for Person Image Generation
Zhen Zhu
Tengteng Huang
Baoguang Shi
Miao Yu
Bofei Wang
X. Bai
GAN
81
314
0
06 Apr 2019
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?
Rameen Abdal
Yipeng Qin
Peter Wonka
GAN
101
1,110
0
05 Apr 2019
Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise
  Graph Neural Networks
Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks
Zeyu Cui
Zekun Li
Shu Wu
Xiaoyu Zhang
Liang Wang
72
101
0
21 Feb 2019
A Style-Based Generator Architecture for Generative Adversarial Networks
A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras
S. Laine
Timo Aila
583
10,561
0
12 Dec 2018
Multimodal Unsupervised Image-to-Image Translation
Multimodal Unsupervised Image-to-Image Translation
Xun Huang
Ming-Yuan Liu
Serge J. Belongie
Jan Kautz
130
2,482
0
12 Apr 2018
Learning Type-Aware Embeddings for Fashion Compatibility
Learning Type-Aware Embeddings for Fashion Compatibility
Mariya I. Vasileva
Bryan A. Plummer
Krishna Dusad
Shreya Rajpal
Ranjitha Kumar
David A. Forsyth
67
225
0
25 Mar 2018
Which Training Methods for GANs do actually Converge?
Which Training Methods for GANs do actually Converge?
L. Mescheder
Andreas Geiger
Sebastian Nowozin
81
1,465
0
13 Jan 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
Richard Y. Zhang
Phillip Isola
Alexei A. Efros
Eli Shechtman
Oliver Wang
EGVM
377
11,795
0
11 Jan 2018
High-Resolution Image Synthesis and Semantic Manipulation with
  Conditional GANs
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
Ting-Chun Wang
Ming-Yuan Liu
Jun-Yan Zhu
Andrew Tao
Jan Kautz
Bryan Catanzaro
SSeg
174
3,940
0
30 Nov 2017
VITON: An Image-based Virtual Try-on Network
VITON: An Image-based Virtual Try-on Network
Xintong Han
Zuxuan Wu
Zhe Wu
Ruichi Yu
L. Davis
3DH
109
586
0
22 Nov 2017
Progressive Growing of GANs for Improved Quality, Stability, and
  Variation
Progressive Growing of GANs for Improved Quality, Stability, and Variation
Tero Karras
Timo Aila
S. Laine
J. Lehtinen
GAN
137
7,361
0
27 Oct 2017
Learning Fashion Compatibility with Bidirectional LSTMs
Learning Fashion Compatibility with Bidirectional LSTMs
Xintong Han
Zuxuan Wu
Yu-Gang Jiang
L. Davis
51
370
0
18 Jul 2017
Image-to-Image Translation with Conditional Adversarial Networks
Image-to-Image Translation with Conditional Adversarial Networks
Phillip Isola
Jun-Yan Zhu
Tinghui Zhou
Alexei A. Efros
SSeg
326
19,651
0
21 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between
  Human and Machine Translation
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
Yonghui Wu
M. Schuster
Zhiwen Chen
Quoc V. Le
Mohammad Norouzi
...
Alex Rudnick
Oriol Vinyals
G. Corrado
Macduff Hughes
J. Dean
AIMat
897
6,790
0
26 Sep 2016
Photo-Realistic Single Image Super-Resolution Using a Generative
  Adversarial Network
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
C. Ledig
Lucas Theis
Ferenc Huszár
Jose Caballero
Andrew Cunningham
...
Andrew P. Aitken
Alykhan Tejani
J. Totz
Zehan Wang
Wenzhe Shi
GAN
242
10,693
0
15 Sep 2016
Mining Fashion Outfit Composition Using An End-to-End Deep Learning
  Approach on Set Data
Mining Fashion Outfit Composition Using An End-to-End Deep Learning Approach on Set Data
Y. Li
Liangliang Cao
Jiang Zhu
Jiebo Luo
68
188
0
10 Aug 2016
Fully Convolutional Networks for Semantic Segmentation
Fully Convolutional Networks for Semantic Segmentation
Evan Shelhamer
Jonathan Long
Trevor Darrell
VOS
SSeg
741
37,862
0
20 May 2016
Learning Visual Clothing Style with Heterogeneous Dyadic Co-occurrences
Learning Visual Clothing Style with Heterogeneous Dyadic Co-occurrences
Andreas Veit
Balazs Kovacs
Sean Bell
Julian McAuley
Kavita Bala
Serge J. Belongie
55
308
0
24 Sep 2015
Image-based Recommendations on Styles and Substitutes
Image-based Recommendations on Styles and Substitutes
Julian McAuley
C. Targett
Javen Qinfeng Shi
Anton Van Den Hengel
124
2,406
0
15 Jun 2015
Adam: A Method for Stochastic Optimization
Adam: A Method for Stochastic Optimization
Diederik P. Kingma
Jimmy Ba
ODL
1.8K
150,115
0
22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition
Very Deep Convolutional Networks for Large-Scale Image Recognition
Karen Simonyan
Andrew Zisserman
FAtt
MDE
1.6K
100,386
0
04 Sep 2014
Distributed Representations of Sentences and Documents
Distributed Representations of Sentences and Documents
Quoc V. Le
Tomas Mikolov
FaML
254
9,242
0
16 May 2014
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