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Mining Fashion Outfit Composition Using An End-to-End Deep Learning Approach on Set Data
10 August 2016
Y. Li
Liangliang Cao
Jiang Zhu
Jiebo Luo
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Papers citing
"Mining Fashion Outfit Composition Using An End-to-End Deep Learning Approach on Set Data"
50 / 53 papers shown
A Hybrid Multimodal Deep Learning Framework for Intelligent Fashion Recommendation
Kamand Kalashi
Babak Teimourpour
102
0
0
10 Nov 2025
COutfitGAN: Learning to Synthesize Compatible Outfits Supervised by Silhouette Masks and Fashion Styles
IEEE transactions on multimedia (TMM), 2025
Dongliang Zhou
Haijun Zhang
Qun Li
Jianghong Ma
Xiaofei Xu
390
32
0
12 Feb 2025
ICAR: Image-based Complementary Auto Reasoning
AAAI Conference on Artificial Intelligence (AAAI), 2023
Xijun Wang
An-Chun Liang
Junbang Liang
Ming-Shun Lin
Yukuan Lou
Shan Yang
231
1
0
17 Aug 2023
Partial Visual-Semantic Embedding: Fashion Intelligence System with Sensitive Part-by-Part Learning
Ryotaro Shimizu
Takuma Nakamura
M. Goto
3DH
139
0
0
12 Nov 2022
Main Product Detection with Graph Networks for Fashion
V. O. Yazici
Longlong Yu
Arnau Ramisa
Luis Herranz
Joost van de Weijer
GNN
101
0
0
25 Jan 2022
Arbitrary Virtual Try-On Network: Characteristics Preservation and Trade-off between Body and Clothing
Yu Liu
Mingbo Zhao
Zhao Zhang
Yuping Liu
Shuicheng Yan
3DH
OOD
124
9
0
24 Nov 2021
Sentiment Analysis of Fashion Related Posts in Social Media
Web Search and Data Mining (WSDM), 2021
Yifei Yuan
W. Lam
195
9
0
15 Nov 2021
Smart Fashion: A Review of AI Applications in the Fashion & Apparel Industry
Seyed Omid Mohammadi
Ahmad Kalhor
318
32
0
28 Oct 2021
Attribute-aware Explainable Complementary Clothing Recommendation
Yang Li
Tong Chen
Zi-Rui Huang
212
25
0
04 Jul 2021
Conversational Fashion Image Retrieval via Multiturn Natural Language Feedback
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Yifei Yuan
W. Lam
215
49
0
08 Jun 2021
Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media
IEEE transactions on multimedia (IEEE Trans. Multimedia), 2021
Yujuan Ding
Yunshan Ma
Lizi Liao
Wai Keung Wong
Tat-Seng Chua
219
17
0
07 May 2021
Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning
IEEE Transactions on Image Processing (TIP), 2021
Jianfeng Dong
Zhe Ma
Xiaofeng Mao
Xun Yang
Yuan He
Richang Hong
S. Ji
OOD
275
40
0
06 Apr 2021
Visual analytics of set data for knowledge discovery and member selection support
Decision Support Systems (DSS), 2021
Ryuji Watanabe
Hideaki Ishibashi
T. Furukawa
112
5
0
04 Apr 2021
Aesthetics, Personalization and Recommendation: A survey on Deep Learning in Fashion
Wei Gong
L. Khalid
181
13
0
20 Jan 2021
Modeling Fashion Influence from Photos
IEEE transactions on multimedia (TMM), 2020
Ziad Al-Halah
Kristen Grauman
AI4TS
196
8
0
17 Nov 2020
Where to Look and How to Describe: Fashion Image Retrieval with an Attentional Heterogeneous Bilinear Network
Haibo Su
Peng Wang
Lingqiao Liu
Hui Li
Zhuguo Li
Yanning Zhang
179
35
0
26 Oct 2020
Learning Tuple Compatibility for Conditional OutfitRecommendation
Xuewen Yang
Dongliang Xie
Xin Wang
Jiangbo Yuan
Wanying Ding
Pengyun Yan
134
31
0
18 Aug 2020
PAI-BPR: Personalized Outfit Recommendation Scheme with Attribute-wise Interpretability
Dikshant Sagar
Jatin Garg
Prarthana Kansal
Sejal Bhalla
R. Shah
Yi Yu
139
33
0
04 Aug 2020
Learning Color Compatibility in Fashion Outfits
Heming Zhang
Xuewen Yang
Jianchao Tan
Chi-Hao Wu
Jue Wang
C.-C. Jay Kuo
141
13
0
05 Jul 2020
Bootstrapping Complete The Look at Pinterest
E. Li
Eric Kim
Andrew Zhai
Josh Beal
Kunlong Gu
151
13
0
18 Jun 2020
Personalized Fashion Recommendation from Personal Social Media Data: An Item-to-Set Metric Learning Approach
Haitian Zheng
Kefei Wu
Jong-Hwi Park
Wei-wei Zhu
Jiebo Luo
150
22
0
25 May 2020
Fashion Recommendation and Compatibility Prediction Using Relational Network
Maryam Moosaei
Yusan Lin
Hao Yang
123
7
0
13 May 2020
Imitation Learning for Fashion Style Based on Hierarchical Multimodal Representation
Shizhu Liu
Shanglin Yang
Hui Zhou
GAN
138
1
0
13 Apr 2020
Fashion Meets Computer Vision: A Survey
ACM Computing Surveys (ACM CSUR), 2020
Wen-Huang Cheng
Sijie Song
Chieh-Yun Chen
S. Hidayati
Jiaying Liu
AI4TS
280
108
0
31 Mar 2020
Towards Photo-Realistic Virtual Try-On by Adaptively Generating
↔
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↔
Preserving Image Content
Computer Vision and Pattern Recognition (CVPR), 2020
Han Yang
Ruimao Zhang
Xiaobao Guo
Wei Liu
W. Zuo
Ping Luo
190
308
0
12 Mar 2020
Learning Diverse Fashion Collocation by Neural Graph Filtering
IEEE transactions on multimedia (TMM), 2020
Xin Liu
Yongbin Sun
Ziwei Liu
Dahua Lin
190
27
0
11 Mar 2020
Regularizing Reasons for Outfit Evaluation with Gradient Penalty
Xingxing Zou
Zhizhong Li
Ke Bai
Dahua Lin
W. Wong
146
6
0
02 Feb 2020
Fashion Outfit Complementary Item Retrieval
Computer Vision and Pattern Recognition (CVPR), 2019
Yen-Liang Lin
Son N. Tran
Larry S. Davis
254
96
0
19 Dec 2019
Compressed DenseNet for Lightweight Character Recognition
Zhao Zhang
Zemin Tang
Yang Wang
Zheng Zhang
Shuicheng Yan
Meng Wang
243
2
0
15 Dec 2019
ViBE: Dressing for Diverse Body Shapes
Computer Vision and Pattern Recognition (CVPR), 2019
Wei-Lin Hsiao
Kristen Grauman
3DH
177
41
0
13 Dec 2019
Theme-Matters: Fashion Compatibility Learning via Theme Attention
Jui-Hsin Lai
Bo Wu
Xin Wang
Dan Zeng
Tao Mei
Jingen Liu
153
10
0
12 Dec 2019
Hybrid Style Siamese Network: Incorporating style loss in complementary apparels retrieval
Mayukh Bhattacharyya
Sayan Nag
171
4
0
23 Nov 2019
Exchangeable deep neural networks for set-to-set matching and learning
Yuki Saito
Takuma Nakamura
Hirotaka Hachiya
Kenji Fukumizu
250
2
0
22 Oct 2019
Attention-based Fusion for Outfit Recommendation
Lecture Notes in Social Networks (LNSN), 2019
Katrien Laenen
Marie-Francine Moens
CVBM
173
8
0
28 Aug 2019
Improving Outfit Recommendation with Co-supervision of Fashion Generation
The Web Conference (WWW), 2019
Yujie Lin
Sudipta Singha Roy
Zhumin Chen
Zhaochun Ren
Jun Ma
Maarten de Rijke
139
49
0
24 Aug 2019
Learning Similarity Conditions Without Explicit Supervision
IEEE International Conference on Computer Vision (ICCV), 2019
Reuben Tan
Mariya I. Vasileva
Kate Saenko
Bryan A. Plummer
SSL
83
85
0
22 Aug 2019
Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network
ACM Multimedia (ACM MM), 2019
Xin Wang
Bochun Wu
Yun Ye
Y. Zhong
187
48
0
26 Jul 2019
c
+
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c
+
GAN: Complementary Fashion Item Recommendation
Sudhir Kumar
Mithun Das Gupta
GAN
108
26
0
13 Jun 2019
Learning fashion compatibility across apparel categories for outfit recommendation
International Conference on Information Photonics (ICIP), 2019
Luisa F. Polanía
Satyajit Gupte
135
23
0
01 May 2019
Fashion Outfit Generation for E-commerce
Elaine M. Bettaney
Stephen R. Hardwick
Odysseas Zisimopoulos
B. Chamberlain
102
23
0
18 Mar 2019
Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks
Zeyu Cui
Zekun Li
Shu Wu
Xiaoyu Zhang
Liang Wang
153
112
0
21 Feb 2019
Toward Explainable Fashion Recommendation
Pongsate Tangseng
Takayuki Okatani
161
33
0
15 Jan 2019
Complete the Look: Scene-based Complementary Product Recommendation
Wang-Cheng Kang
Eric Kim
J. Leskovec
Charles R. Rosenberg
Julian McAuley
226
84
0
04 Dec 2018
Outfit Generation and Style Extraction via Bidirectional LSTM and Autoencoder
Takuma Nakamura
Ryosuke Goto
270
51
0
29 Jun 2018
Interpretable Partitioned Embedding for Customized Fashion Outfit Composition
Zunlei Feng
Zhenyun Yu
Yezhou Yang
Yongcheng Jing
Junxiao Jiang
Xiuming Zhang
203
7
0
13 Jun 2018
Recommending Outfits from Personal Closet
Pongsate Tangseng
Kota Yamaguchi
Takayuki Okatani
115
53
0
26 Apr 2018
Neural Compatibility Modeling with Attentive Knowledge Distillation
Xuemeng Song
Fuli Feng
Xianjing Han
Xin Yang
Wen Liu
Liqiang Nie
202
155
0
17 Apr 2018
Learning Type-Aware Embeddings for Fashion Compatibility
Mariya I. Vasileva
Bryan A. Plummer
Krishna Dusad
Shreya Rajpal
Ranjitha Kumar
David A. Forsyth
268
244
0
25 Mar 2018
DeepStyle: Multimodal Search Engine for Fashion and Interior Design
Ivona Tautkute
Tomasz Trzciñski
Aleksander P. Skorupa
Łukasz Brocki
K. Marasek
324
59
0
08 Jan 2018
Creating Capsule Wardrobes from Fashion Images
Wei-Lin Hsiao
Kristen Grauman
186
140
0
07 Dec 2017
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