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Fashion Forward: Forecasting Visual Style in Fashion

18 May 2017

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 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 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 Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos Y. Kompatsiaris 62 2 0 27 Jul 2022
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 Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos Y. Kompatsiaris 88 21 0 08 Apr 2022
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 Kenan E. Ak Joo-Hwee Lim Ying Sun J. Y. Tham A. Kassim OOD AI4TS 58 3 0 28 Nov 2021
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 Geri Skenderi Christian Joppi Matteo Denitto Marco Cristani AI4TS 91 26 0 20 Sep 2021
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 Wei-Lin Hsiao Kristen Grauman 101 18 0 02 Feb 2021
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 Ziad Al-Halah Kristen Grauman AI4TS 71 8 0 17 Nov 2020
Garment Design with Generative Adversarial Networks Chenxi Yuan Mohsen Moghaddam GAN AI4CE 58 7 0 21 Jul 2020
Deep Learning for Vision-based Prediction: A Survey Amir Rasouli 100 42 0 30 Jun 2020
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 Ziad Al-Halah Kristen Grauman AI4TS 78 26 0 03 Apr 2020
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 Lele Chen J. Tian Guo Li Cheng-Haw Wu Erh-Kan King Kuan-Ting Chen Shao-Hang Hsieh Chenliang Xu GAN OOD 54 20 0 17 Jan 2020
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 Mingda Wu Di Huang Yuanfang Guo Yunhong Wang CVBM 81 31 0 26 Nov 2019
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 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 Xin Wang Bochun Wu Yun Ye Y. Zhong 69 45 0 26 Jul 2019
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 Kedan Li Chen Liu David A. Forsyth 72 15 0 17 Jun 2019
$c^+$ 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 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 Wei-Lin Hsiao Isay Katsman Chao-Yuan Wu Devi Parikh Kristen Grauman 108 67 0 19 Apr 2019
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 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 M. Kiapour Robinson Piramuthu 40 7 0 23 Oct 2018
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 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 Wei-Lin Hsiao Kristen Grauman 82 138 0 07 Dec 2017
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 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 Wei-Lin Hsiao Kristen Grauman 93 104 0 11 Jul 2017
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 Christian Bracher Sebastian Heinz Roland Vollgraf 53 50 0 08 Sep 2016
When was that made? Sirion Vittayakorn Alexander C. Berg Tamara L. Berg 46 15 0 12 Aug 2016
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 Ruining He Julian McAuley 163 2,078 0 04 Feb 2016
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? 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 Changwei Hu Piyush Rai Changyou Chen Matthew Harding Lawrence Carin 63 46 0 18 Aug 2015
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 Junshi Huang Rogerio Feris Qiang Chen Shuicheng Yan 70 414 0 29 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.5K 150,661 0 22 Dec 2014