Learning Fashion Compatibility with Bidirectional LSTMs

18 July 2017

Zuxuan Wu

Papers citing "Learning Fashion Compatibility with Bidirectional LSTMs"

50 / 112 papers shown

Title
Learning Shared Representations from Unpaired Data Amitai Yacobi Nir Ben-Ari Ronen Talmon Uri Shaham SSL 86 0 0 23 May 2025
FashionDPO:Fine-tune Fashion Outfit Generation Model using Direct Preference Optimization Mingzhe Yu Yunshan Ma Lei Wu Changshuo Wang Xue Li Lei Meng EGVM 76 0 0 17 Apr 2025
Limb-Aware Virtual Try-On Network with Progressive Clothing Warping Shengping Zhang Xiaoyu Han Weigang Zhang Xiangyuan Lan Hongxun Yao Qingming Huang 3DH 169 7 0 18 Mar 2025
Progressive Limb-Aware Virtual Try-On Xiaoyu Han Shengping Zhang Qinglin Liu Zonglin Li Chenyang Wang 3DH 190 5 0 16 Mar 2025
COutfitGAN: Learning to Synthesize Compatible Outfits Supervised by Silhouette Masks and Fashion Styles Dongliang Zhou Haijun Zhang Qun Li Jianghong Ma Xiaofei Xu 253 30 0 12 Feb 2025
Learning to Synthesize Compatible Fashion Items Using Semantic Alignment and Collocation Classification: An Outfit Generation Framework Dongliang Zhou Haijun Zhang Kai-Bo Yang Linlin Liu Han Yan Xiaofei Xu Zhao Zhang Shuicheng Yan 294 19 0 05 Feb 2025
BC-GAN: A Generative Adversarial Network for Synthesizing a Batch of Collocated Clothing Dongliang Zhou Haijun Zhang Jianghong Ma Jianyang Shi 195 4 0 03 Feb 2025
Decoding Style: Efficient Fine-Tuning of LLMs for Image-Guided Outfit Recommendation with Preference Najmeh Forouzandehmehr Nima Farrokhsiar Ramin Giahi Evren Körpeoglu Kannan Achan 29 0 0 18 Sep 2024
Garment Attribute Manipulation with Multi-level Attention Vittorio Casula Lorenzo Berlincioni Luca Cultrera Federico Becattini Chiara Pero Carmen Bisogni Marco Bertini A. Bimbo AI4CE 77 0 0 16 Sep 2024
Fashion Recommendation: Outfit Compatibility using GNN Samaksh Gulati 28 0 0 28 Apr 2024
Interactive Garment Recommendation with User in the Loop Federico Becattini Xiaolin Chen Andrea Puccia Haokun Wen Xuemeng Song Liqiang Nie A. Bimbo 85 0 0 18 Feb 2024
Character-based Outfit Generation with Vision-augmented Style Extraction via LLMs Najmeh Forouzandehmehr Yijie Cao Nikhil Thakurdesai Ramin Giahi Luyi Ma Nima Farrokhsiar Jianpeng Xu Evren Körpeoglu Kannan Achan 85 2 0 02 Feb 2024
Outfit Completion via Conditional Set Transformation Takuma Nakamura Yuki Saito Ryosuke Goto 54 0 0 28 Nov 2023
Lost Your Style? Navigating with Semantic-Level Approach for Text-to-Outfit Retrieval Junkyu Jang Eugene Hwang Sung-Hyuk Park 53 0 0 03 Nov 2023
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond Oren Barkan Tal Reiss Jonathan Weill Ori Katz Roy Hirsch Itzik Malkiel Noam Koenigstein 83 6 0 28 Aug 2023
DM-VTON: Distilled Mobile Real-time Virtual Try-On Khoi-Nguyen Nguyen-Ngoc Thanh-Tung Phan-Nguyen Khanh-Duy Le Tam V. Nguyen Minh-Triet Tran Trung-Nghia Le VGen 3DH DiffM 53 7 0 26 Aug 2023
ICAR: Image-based Complementary Auto Reasoning Xijun Wang An-Chun Liang Junbang Liang Ming-Shun Lin Yukuan Lou Shan Yang 88 1 0 17 Aug 2023
SGDiff: A Style Guided Diffusion Model for Fashion Synthesis Zheng Sun Yanghong Zhou Honghong He P. Y. Mok DiffM 89 30 0 15 Aug 2023
Hierarchical Matching and Reasoning for Multi-Query Image Retrieval Zhong Ji Zhihao Li Yan Zhang Haoran Wang Yanwei Pang Xuelong Li 69 11 0 26 Jun 2023
GeneCIS: A Benchmark for General Conditional Image Similarity S. Vaze Nicolas Carion Ishan Misra VLM DiffM 102 30 0 13 Jun 2023
Transformer-based Graph Neural Networks for Outfit Generation Federico Becattini Federico Maria Teotini A. Bimbo 68 7 0 17 Apr 2023
FashionSAP: Symbols and Attributes Prompt for Fine-grained Fashion Vision-Language Pre-training Yunpeng Han Lisai Zhang Qingcai Chen Zhijian Chen Zhonghua Li Jianxin Yang Bo Zhao AI4TS VLM 89 13 0 11 Apr 2023
Semi-supervised Fashion Compatibility Prediction by Color Distortion Prediction L. Xiao T. Yamasaki 65 0 0 27 Dec 2022
Attribute-Guided Multi-Level Attention Network for Fine-Grained Fashion Retrieval L. Xiao T. Yamasaki AI4TS 59 3 0 27 Dec 2022
Outfit Generation and Recommendation -- An Experimental Study Marjan Celikik Matthias Kirmse Timo I. Denk Pierre Gagliardi S. Mbarek Duy Pham Ana Peleteiro Ramallo 90 4 0 29 Nov 2022
Partial Visual-Semantic Embedding: Fashion Intelligence System with Sensitive Part-by-Part Learning Ryotaro Shimizu Takuma Nakamura M. Goto 3DH 71 0 0 12 Nov 2022
MMFL-Net: Multi-scale and Multi-granularity Feature Learning for Cross-domain Fashion Retrieval Chen Bao Xudong Zhang Jiazhou Chen Yongwei Miao 63 5 0 27 Oct 2022
Fashion Recommendation Based on Style and Social Events Federico Becattini Lavinia De Divitiis C. Baecchi A. Bimbo 165 8 0 01 Aug 2022
Dress Well via Fashion Cognitive Learning Kaicheng Pang Xingxing Zou W. Wong 45 3 0 01 Aug 2022
VICTOR: Visual Incompatibility Detection with Transformers and Fashion-specific contrastive pre-training Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos Y. Kompatsiaris 71 2 0 27 Jul 2022
Unimodal vs. Multimodal Siamese Networks for Outfit Completion Mariya Hendriksen Viggo Overes 55 1 0 21 Jul 2022
SAT: Self-adaptive training for fashion compatibility prediction L. Xiao T. Yamasaki 83 5 0 25 Jun 2022
Deep Compatible Learning for Partially-Supervised Medical Image Segmentation Kecheng Zhang Xiahai Zhuang 38 3 0 18 Jun 2022
Learning Fashion Compatibility from In-the-wild Images Additya Popli Vijay Kumar Sujit Jos Saraansh Tandon 79 1 0 13 Jun 2022
An Application to Generate Style Guided Compatible Outfit Debopriyo Banerjee Harsh Maheshwari Lucky Dhakad Arnab Bhattacharya Niloy Ganguly M. Chelliah Suyash Agarwal 90 0 0 02 May 2022
OutfitTransformer: Learning Outfit Representations for Fashion Recommendation Rohan Sarkar Navaneeth Bodla Mariya I. Vasileva Yen-Liang Lin Anu Beniwal Alan Lu Gérard Medioni 59 36 0 11 Apr 2022
UIGR: Unified Interactive Garment Retrieval Xiaoping Han Sen He Li Zhang Yi-Zhe Song Tao Xiang 83 7 0 06 Apr 2022
Recommendation of Compatible Outfits Conditioned on Style Debopriyo Banerjee Lucky Dhakad Harsh Maheshwari M. Chelliah Niloy Ganguly Arnab Bhattacharya 55 6 0 30 Mar 2022
Main Product Detection with Graph Networks for Fashion V. O. Yazici Longlong Yu Arnau Ramisa Luis Herranz Joost van de Weijer GNN 37 0 0 25 Jan 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 71 3 0 28 Nov 2021
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 78 8 0 24 Nov 2021
Sentiment Analysis of Fashion Related Posts in Social Media Yifei Yuan W. Lam 70 8 0 15 Nov 2021
Smart Fashion: A Review of AI Applications in the Fashion & Apparel Industry Seyed Omid Mohammadi Ahmad Kalhor 96 25 0 28 Oct 2021
Inductive learning for product assortment graph completion Haris Dukic Georgios Deligiorgis Pierpaolo Sepe D. Bacciu Marco Trincavelli CML 82 1 0 04 Oct 2021
Semi-Supervised Visual Representation Learning for Fashion Compatibility Ambareesh Revanur Vijay Kumar D. Sharma SSL 92 20 0 16 Sep 2021
Product-oriented Machine Translation with Cross-modal Cross-lingual Pre-training Yuqing Song Shizhe Chen Qin Jin Wei Luo Jun Xie Fei Huang 101 20 0 25 Aug 2021
Attribute-aware Explainable Complementary Clothing Recommendation Yang Li Tong Chen Zi-Rui Huang 130 23 0 04 Jul 2021
Conversational Fashion Image Retrieval via Multiturn Natural Language Feedback Yifei Yuan W. Lam 49 43 0 08 Jun 2021
fAshIon after fashion: A Report of AI in Fashion Xingxing Zou W. Wong 93 10 0 07 May 2021
Effectively Leveraging Attributes for Visual Similarity Samarth Mishra Zhongping Zhang Yuan-Chung Shen Ranjitha Kumar Venkatesh Saligrama Bryan A. Plummer 81 10 0 04 May 2021