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Fashion Forward: Forecasting Visual Style in Fashion
v1v2v3 (latest)

Fashion Forward: Forecasting Visual Style in Fashion

18 May 2017
Ziad Al-Halah
Rainer Stiefelhagen
Kristen Grauman
    AI4TS
ArXiv (abs)PDFHTML

Papers citing "Fashion Forward: Forecasting Visual Style in Fashion"

49 / 49 papers shown
Title
From Region to Patch: Attribute-Aware Foreground-Background Contrastive
  Learning for Fine-Grained Fashion Retrieval
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion Retrieval
Jianfeng Dong
Xi Peng
Zhe Ma
Daizong Liu
Xiaoye Qu
Xun Yang
Jixiang Zhu
Baolong Liu
69
12
0
17 May 2023
Design-time Fashion Popularity Forecasting in VR Environments
Design-time Fashion Popularity Forecasting in VR Environments
Stefanos-Iordanis Papadopoulos
C. Koutlis
Anastasios Papazoglou-Chalikias
Symeon Papadopoulos
S. Nikolopoulos
58
0
0
14 Dec 2022
VICTOR: Visual Incompatibility Detection with Transformers and
  Fashion-specific contrastive pre-training
VICTOR: Visual Incompatibility Detection with Transformers and Fashion-specific contrastive pre-training
Stefanos-Iordanis Papadopoulos
C. Koutlis
Symeon Papadopoulos
Y. Kompatsiaris
62
2
0
27 Jul 2022
A Unified Meta-Learning Framework for Dynamic Transfer Learning
A Unified Meta-Learning Framework for Dynamic Transfer Learning
Jun Wu
Jingrui He
CLL
91
7
0
05 Jul 2022
Multimodal Quasi-AutoRegression: Forecasting the visual popularity of
  new fashion products
Multimodal Quasi-AutoRegression: Forecasting the visual popularity of new fashion products
Stefanos-Iordanis Papadopoulos
C. Koutlis
Symeon Papadopoulos
Y. Kompatsiaris
88
21
0
08 Apr 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning
Wenjia Xu
Yongqin Xian
Jiuniu Wang
Bernt Schiele
Zeynep Akata
VLM
97
42
0
20 Mar 2022
FashionSearchNet-v2: Learning Attribute Representations with
  Localization for Image Retrieval with Attribute Manipulation
FashionSearchNet-v2: Learning Attribute Representations with Localization for Image Retrieval with Attribute Manipulation
Kenan E. Ak
Joo-Hwee Lim
Ying Sun
J. Y. Tham
A. Kassim
OODAI4TS
58
3
0
28 Nov 2021
Smart Fashion: A Review of AI Applications in the Fashion & Apparel
  Industry
Smart Fashion: A Review of AI Applications in the Fashion & Apparel Industry
Seyed Omid Mohammadi
Ahmad Kalhor
83
25
0
28 Oct 2021
Well Googled is Half Done: Multimodal Forecasting of New Fashion Product
  Sales with Image-based Google Trends
Well Googled is Half Done: Multimodal Forecasting of New Fashion Product Sales with Image-based Google Trends
Geri Skenderi
Christian Joppi
Matteo Denitto
Marco Cristani
AI4TS
91
26
0
20 Sep 2021
Conversational Fashion Image Retrieval via Multiturn Natural Language
  Feedback
Conversational Fashion Image Retrieval via Multiturn Natural Language Feedback
Yifei Yuan
W. Lam
49
43
0
08 Jun 2021
From Culture to Clothing: Discovering the World Events Behind A Century
  of Fashion Images
From Culture to Clothing: Discovering the World Events Behind A Century of Fashion Images
Wei-Lin Hsiao
Kristen Grauman
101
18
0
02 Feb 2021
Discovering Underground Maps from Fashion
Discovering Underground Maps from Fashion
Utkarsh Mall
Kavita Bala
Tamara L. Berg
Kristen Grauman
132
2
0
04 Dec 2020
Modeling Fashion Influence from Photos
Modeling Fashion Influence from Photos
Ziad Al-Halah
Kristen Grauman
AI4TS
71
8
0
17 Nov 2020
Garment Design with Generative Adversarial Networks
Garment Design with Generative Adversarial Networks
Chenxi Yuan
Mohsen Moghaddam
GANAI4CE
58
7
0
21 Jul 2020
Deep Learning for Vision-based Prediction: A Survey
Deep Learning for Vision-based Prediction: A Survey
Amir Rasouli
100
42
0
30 Jun 2020
Knowledge Enhanced Neural Fashion Trend Forecasting
Knowledge Enhanced Neural Fashion Trend Forecasting
Yunshan Ma
Yujuan Ding
Xun Yang
Lizi Liao
Wai Keung Wong
Tat-Seng Chua
68
50
0
07 May 2020
From Paris to Berlin: Discovering Fashion Style Influences Around the
  World
From Paris to Berlin: Discovering Fashion Style Influences Around the World
Ziad Al-Halah
Kristen Grauman
AI4TS
78
26
0
03 Apr 2020
Fashion Meets Computer Vision: A Survey
Fashion Meets Computer Vision: A Survey
Wen-Huang Cheng
Sijie Song
Chieh-Yun Chen
S. Hidayati
Jiaying Liu
AI4TS
111
99
0
31 Mar 2020
TailorGAN: Making User-Defined Fashion Designs
TailorGAN: Making User-Defined Fashion Designs
Lele Chen
J. Tian
Guo Li
Cheng-Haw Wu
Erh-Kan King
Kuan-Ting Chen
Shao-Hang Hsieh
Chenliang Xu
GANOOD
54
20
0
17 Jan 2020
ViBE: Dressing for Diverse Body Shapes
ViBE: Dressing for Diverse Body Shapes
Wei-Lin Hsiao
Kristen Grauman
3DH
67
36
0
13 Dec 2019
Distraction-Aware Feature Learning for Human Attribute Recognition via
  Coarse-to-Fine Attention Mechanism
Distraction-Aware Feature Learning for Human Attribute Recognition via Coarse-to-Fine Attention Mechanism
Mingda Wu
Di Huang
Yuanfang Guo
Yunhong Wang
CVBM
81
31
0
26 Nov 2019
GeoStyle: Discovering Fashion Trends and Events
GeoStyle: Discovering Fashion Trends and Events
Utkarsh Mall
Kevin Blackburn-Matzen
B. Hariharan
Noah Snavely
Kavita Bala
83
62
0
29 Aug 2019
Learning Similarity Conditions Without Explicit Supervision
Learning Similarity Conditions Without Explicit Supervision
Reuben Tan
Mariya I. Vasileva
Kate Saenko
Bryan A. Plummer
SSL
47
76
0
22 Aug 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
69
45
0
26 Jul 2019
Hard-Aware Fashion Attribute Classification
Hard-Aware Fashion Attribute Classification
Yun Ye
Yixin Li
Bo Wu
Wei Zhang
Lingyu Duan
Tao Mei
AI4TS
39
6
0
25 Jul 2019
Coherent and Controllable Outfit Generation
Coherent and Controllable Outfit Generation
Kedan Li
Chen Liu
David A. Forsyth
72
15
0
17 Jun 2019
$c^+$GAN: Complementary Fashion Item Recommendation
c+c^+c+GAN: Complementary Fashion Item Recommendation
Sudhir Kumar
Mithun Das Gupta
GAN
37
25
0
13 Jun 2019
Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language
  Feedback
Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback
Hui Wu
Yupeng Gao
Xiaoxiao Guo
Ziad Al-Halah
Steven J. Rennie
Kristen Grauman
Rogerio Feris
EgoV
156
68
0
30 May 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
108
67
0
19 Apr 2019
Context-Aware Visual Compatibility Prediction
Context-Aware Visual Compatibility Prediction
Guillem Cucurull
Perouz Taslakian
David Vazquez
87
99
0
10 Feb 2019
Complete the Look: Scene-based Complementary Product Recommendation
Complete the Look: Scene-based Complementary Product Recommendation
Wang-Cheng Kang
Eric Kim
J. Leskovec
Charles R. Rosenberg
Julian McAuley
95
77
0
04 Dec 2018
Brand > Logo: Visual Analysis of Fashion Brands
Brand > Logo: Visual Analysis of Fashion Brands
M. Kiapour
Robinson Piramuthu
40
7
0
23 Oct 2018
Deep Imbalanced Attribute Classification using Visual Attention
  Aggregation
Deep Imbalanced Attribute Classification using Visual Attention Aggregation
N. Sarafianos
Xiang Xu
I. Kakadiaris
87
217
0
10 Jul 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
101
225
0
25 Mar 2018
Creating Capsule Wardrobes from Fashion Images
Creating Capsule Wardrobes from Fashion Images
Wei-Lin Hsiao
Kristen Grauman
82
138
0
07 Dec 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
114
588
0
22 Nov 2017
Visually-Aware Fashion Recommendation and Design with Generative Image
  Models
Visually-Aware Fashion Recommendation and Design with Generative Image Models
Wang-Cheng Kang
Chen Fang
Zhaowen Wang
Julian McAuley
73
251
0
07 Nov 2017
Learning the Latent "Look": Unsupervised Discovery of a Style-Coherent
  Embedding from Fashion Images
Learning the Latent "Look": Unsupervised Discovery of a Style-Coherent Embedding from Fashion Images
Wei-Lin Hsiao
Kristen Grauman
93
104
0
11 Jul 2017
Algorithmic clothing: hybrid recommendation, from street-style-to-shop
Algorithmic clothing: hybrid recommendation, from street-style-to-shop
Y. Qian
P. Giaccone
Michele Sasdelli
E. Vasquez
B. Sengupta
26
6
0
26 May 2017
Fashion DNA: Merging Content and Sales Data for Recommendation and
  Article Mapping
Fashion DNA: Merging Content and Sales Data for Recommendation and Article Mapping
Christian Bracher
Sebastian Heinz
Roland Vollgraf
53
50
0
08 Sep 2016
When was that made?
When was that made?
Sirion Vittayakorn
Alexander C. Berg
Tamara L. Berg
46
15
0
12 Aug 2016
Automatic Attribute Discovery with Neural Activations
Automatic Attribute Discovery with Neural Activations
Sirion Vittayakorn
T. Umeda
Kazuhiko Murasaki
K. Sudo
Takayuki Okatani
Kota Yamaguchi
65
52
0
25 Jul 2016
Ups and Downs: Modeling the Visual Evolution of Fashion Trends with
  One-Class Collaborative Filtering
Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering
Ruining He
Julian McAuley
163
2,078
0
04 Feb 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
85
308
0
24 Sep 2015
Who are the Devils Wearing Prada in New York City?
Who are the Devils Wearing Prada in New York City?
Kuan-Ting Chen
Kezhen Chen
Peizhong Cong
Winston H. Hsu
Jiebo Luo
63
33
0
19 Aug 2015
Scalable Bayesian Non-Negative Tensor Factorization for Massive Count
  Data
Scalable Bayesian Non-Negative Tensor Factorization for Massive Count Data
Changwei Hu
Piyush Rai
Changyou Chen
Matthew Harding
Lawrence Carin
63
46
0
18 Aug 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
146
2,428
0
15 Jun 2015
Cross-domain Image Retrieval with a Dual Attribute-aware Ranking Network
Cross-domain Image Retrieval with a Dual Attribute-aware Ranking Network
Junshi Huang
Rogerio Feris
Qiang Chen
Shuicheng Yan
70
414
0
29 May 2015
Adam: A Method for Stochastic Optimization
Adam: A Method for Stochastic Optimization
Diederik P. Kingma
Jimmy Ba
ODL
2.5K
150,597
0
22 Dec 2014
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