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A Review of Modern Fashion Recommender Systems

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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-1-0716-2197-4openalex-snapshot
Recommender Systems Handbook
inferredcites →https://doi.org/10.1007/978-1-0716-2197-4_26openalex-snapshot
Fashion Recommender Systems
inferredcites →https://doi.org/10.1007/978-1-4899-7637-6_10openalex-snapshot
Explaining Recommendations: Design and Evaluation
inferredcites →https://doi.org/10.1007/978-3-030-11015-4_7openalex-snapshot
CRAFT: Complementary Recommendation by Adversarial Feature Transform
inferredcites →https://doi.org/10.1007/978-3-030-12939-2_38openalex-snapshot
Learning Style Compatibility for Furniture
inferredcites →https://doi.org/10.1007/978-3-030-13709-0_40openalex-snapshot
Image-Based Fashion Product Recommendation with Deep Learning
inferredcites →https://doi.org/10.1007/978-3-030-64266-2_12openalex-snapshot
Paying the Pink Tax on a Blue Dress - Exploring Gender-Based Price-Premiums in Fashion Recommendations
inferredcites →https://doi.org/10.1007/978-3-030-66103-8_2openalex-snapshot
Probabilistic Color Modelling of Clothing Items
inferredcites →https://doi.org/10.1007/978-3-030-67670-4_21openalex-snapshot
Fashion Outfit Generation for E-Commerce
inferredcites →https://doi.org/10.1007/978-3-030-99739-7_10openalex-snapshot
Leveraging Content-Style Item Representation for Visual Recommendation
inferredcites →https://doi.org/10.1007/978-3-031-50396-2_22openalex-snapshot
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPT
inferredcites →https://doi.org/10.1007/978-3-031-56060-6_24openalex-snapshot
Large Language Models are Zero-Shot Rankers for Recommender Systems
inferredcites →https://doi.org/10.1007/978-3-031-74643-7_2openalex-snapshot
Fairness of ChatGPT and the Role of Explainable-Guided Prompts
inferredcites →https://doi.org/10.1007/978-3-319-10590-1_31openalex-snapshot
Hipster Wars: Discovering Elements of Fashion Styles
inferredcites →https://doi.org/10.1007/978-3-319-29659-3_6openalex-snapshot
Ensemble-Based and Hybrid Recommender Systems
inferredcites →https://doi.org/10.1007/978-3-319-39937-9_21openalex-snapshot
An Approach for Clothing Recommendation Based on Multiple Image Attributes
inferredcites →https://doi.org/10.1007/978-3-642-27355-1_27openalex-snapshot
Hairstyle Suggestion Using Statistical Learning
inferredcites →https://doi.org/10.1007/978-3-642-33712-3_44openalex-snapshot
Describing Clothing by Semantic Attributes
inferredcites →https://doi.org/10.1007/978-981-13-9364-8_3openalex-snapshot
A Unified Framework for Outfit Design and Advice
inferredcites →https://doi.org/10.1007/s00778-021-00651-yopenalex-snapshot
Visually aware recommendation with aesthetic features
inferredcites →https://doi.org/10.1007/s11042-013-1355-6openalex-snapshot
Effect of facial makeup style recommendation on visual sensibility
inferredcites →https://doi.org/10.1007/s11042-017-5245-1openalex-snapshot
Personalized clothing recommendation combining user social circle and fashion style consistency
inferredcites →https://doi.org/10.1007/s11042-018-5747-5openalex-snapshot
Furniture style compatibility recommendation with cross-class triplet loss
inferredcites →https://doi.org/10.1007/s11257-023-09364-zopenalex-snapshot
Fairness in recommender systems: research landscape and future directions
inferredcites →https://doi.org/10.1007/s41019-018-0079-zopenalex-snapshot
Learning Discrete Hashing Towards Efficient Fashion Recommendation
inferredcites →https://doi.org/10.1016/b978-0-08-101211-6.00010-0openalex-snapshot
3D body scanning
inferredcites →https://doi.org/10.1016/j.bodyim.2012.08.001openalex-snapshot
Disclaimer labels on fashion magazine advertisements: Effects on social comparison and body dissatisfaction
inferredcites →https://doi.org/10.1016/j.cosrev.2012.04.002openalex-snapshot
Contextual music information retrieval and recommendation: State of the art and challenges
inferredcites →https://doi.org/10.1016/j.cosrev.2024.100618openalex-snapshot
Content-driven music recommendation: Evolution, state of the art, and challenges
inferredcites →https://doi.org/10.1016/j.elerap.2018.01.012openalex-snapshot
Recommendation system development for fashion retail e-commerce
inferredcites →https://doi.org/10.1016/j.ins.2020.05.094openalex-snapshot
An interactive knowledge-based recommender system for fashion product design in the big data environment
inferredcites →https://doi.org/10.1016/j.ipm.2022.103115openalex-snapshot
A unifying and general account of fairness measurement in recommender systems
inferredcites →https://doi.org/10.1016/j.jvcir.2019.03.003openalex-snapshot
Fashion recommendations through cross-media information retrieval
inferredcites →https://doi.org/10.1080/17543266.2019.1587789openalex-snapshot
Visualisation for analysing evolutionary dynamics of fashion trends
inferredcites →https://doi.org/10.1088/1757-899x/981/2/022073openalex-snapshot
Personalized fashion recommender system with image based neural networks
inferredcites →https://doi.org/10.1108/apjml-11-2019-0684openalex-snapshot
Augmented reality (AR) app use in the beauty product industry and consumer purchase intention
inferredcites →https://doi.org/10.1108/ijcst-12-2018-0148openalex-snapshot
Generation of fashionable clothes using generative adversarial networks
inferredcites →https://doi.org/10.1109/access.2019.2928848openalex-snapshot
Differentiated Fashion Recommendation Using Knowledge Graph and Data Augmentation
inferredcites →https://doi.org/10.1109/access.2020.2978272openalex-snapshot
Visual and Textual Jointly Enhanced Interpretable Fashion Recommendation
inferredcites →https://doi.org/10.1109/access.2021.3069245openalex-snapshot
From Street Photos to Fashion Trends: Leveraging User-Provided Noisy Labels for Fashion Understanding
inferredcites →https://doi.org/10.1109/cvpr.2012.6248071openalex-snapshot
Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set
inferredcites →https://doi.org/10.1109/cvpr.2015.7298688openalex-snapshot
Neuroaesthetics in fashion: Modeling the perception of fashionability
inferredcites →https://doi.org/10.1109/cvpr.2016.124openalex-snapshot
DeepFashion: Powering Robust Clothes Recognition and Retrieval with Rich Annotations
inferredcites →https://doi.org/10.1109/cvpr.2018.00449openalex-snapshot
Attentive Fashion Grammar Network for Fashion Landmark Detection and Clothing Category Classification
inferredcites →https://doi.org/10.1109/cvpr.2018.00576openalex-snapshot
Adversarial Feature Augmentation for Unsupervised Domain Adaptation
inferredcites →https://doi.org/10.1109/cvpr.2018.00748openalex-snapshot
Creating Capsule Wardrobes from Fashion Images
inferredcites →https://doi.org/10.1109/cvpr.2018.00804openalex-snapshot
Learning Attribute Representations with Localization for Flexible Fashion Search
inferredcites →https://doi.org/10.1109/cvpr.2019.01081openalex-snapshot
Learning Binary Code for Personalized Fashion Recommendation
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00337openalex-snapshot
Fashion Outfit Complementary Item Retrieval
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01015openalex-snapshot
From Paris to Berlin: Discovering Fashion Style Influences Around the World
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01107openalex-snapshot
ViBE: Dressing for Diverse Body Shapes
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00086openalex-snapshot
CoSMo: Content-Style Modulation for Image Retrieval with Text Feedback
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01115openalex-snapshot
Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01253openalex-snapshot
Personalized Outfit Recommendation with Learnable Anchors
inferredcites →https://doi.org/10.1109/cvprw.2019.00040openalex-snapshot
Ten-Million-Order Human Database for World-Wide Fashion Culture Analysis
inferredcites →https://doi.org/10.1109/cvprw53098.2021.00105openalex-snapshot
Fashion-Guided Adversarial Attack on Person Segmentation
inferredcites →https://doi.org/10.1109/cvprw53098.2021.00445openalex-snapshot
A Study on the Relative Importance of Convolutional Neural Networks in Visually-Aware Recommender Systems
inferredcites →https://doi.org/10.1109/icalip.2018.8455311openalex-snapshot
Personalized Clothing Recommendation Based on Knowledge Graph
inferredcites →https://doi.org/10.1109/icce.2018.8326138openalex-snapshot
Color navigation by qualitative attributes for fashion recommendation
inferredcites →https://doi.org/10.1109/iccv.2015.382openalex-snapshot
Where to Buy It: Matching Street Clothing Photos in Online Shops
inferredcites →https://doi.org/10.1109/iccv.2015.527openalex-snapshot
Learning Visual Clothing Style with Heterogeneous Dyadic Co-Occurrences
inferredcites →https://doi.org/10.1109/iccv.2017.186openalex-snapshot
Be Your Own Prada: Fashion Synthesis with Structural Coherence
inferredcites →https://doi.org/10.1109/iccv.2017.451openalex-snapshot
Learning the Latent “Look”: Unsupervised Discovery of a Style-Coherent Embedding from Fashion Images
inferredcites →https://doi.org/10.1109/iccv.2017.50openalex-snapshot
Fashion Forward: Forecasting Visual Style in Fashion
inferredcites →https://doi.org/10.1109/iccv.2019.00050openalex-snapshot
GeoStyle: Discovering Fashion Trends and Events
inferredcites →https://doi.org/10.1109/iccv48922.2021.00110openalex-snapshot
From Culture to Clothing: Discovering the World Events Behind A Century of Fashion Images
inferredcites →https://doi.org/10.1109/iccvw.2019.00380openalex-snapshot
Pose Guided Attention for Multi-Label Fashion Image Classification
inferredcites →https://doi.org/10.1109/icdh.2018.00040openalex-snapshot
From Recommendation to Generation: A Novel Fashion Clothing Advising Framework
inferredcites →https://doi.org/10.1109/icdm.2016.0116openalex-snapshot
Learning Compatibility Across Categories for Heterogeneous Item Recommendation
inferredcites →https://doi.org/10.1109/icdm.2017.30openalex-snapshot
Visually-Aware Fashion Recommendation and Design with Generative Image Models
inferredcites →https://doi.org/10.1109/icip.2011.6116276openalex-snapshot
Real-time clothing recognition in surveillance videos
inferredcites →https://doi.org/10.1109/icip.2019.8803461openalex-snapshot
Dressing for Attention: Outfit Based Fashion Popularity Prediction
inferredcites →https://doi.org/10.1109/icip.2019.8803587openalex-snapshot
Learning Fashion Compatibility Across Apparel Categories for Outfit Recommendation
inferredcites →https://doi.org/10.1109/icme.2017.8019476openalex-snapshot
Weather-to-garment: Weather-oriented clothing recommendation
inferredcites →https://doi.org/10.1109/mc.2009.263openalex-snapshot
Matrix Factorization Techniques for Recommender Systems
inferredcites →https://doi.org/10.1109/mipr51284.2021.00022openalex-snapshot
Buy Me That Look: An Approach for Recommending Similar Fashion Products
inferredcites →https://doi.org/10.1109/thms.2014.2364398openalex-snapshot
Intelligent Fashion Recommender System: Fuzzy Logic in Personalized Garment Design
inferredcites →https://doi.org/10.1109/tkde.2013.168openalex-snapshot
Personalized Recommendation Combining User Interest and Social Circle
inferredcites →https://doi.org/10.1109/tkde.2019.2906190openalex-snapshot
Explainable Outfit Recommendation with Joint Outfit Matching and Comment Generation
inferredcites →https://doi.org/10.1109/tkde.2024.3392335openalex-snapshot
Recommender Systems in the Era of Large Language Models (LLMs)
inferredcites →https://doi.org/10.1109/tmm.2017.2690144openalex-snapshot
Mining Fashion Outfit Composition Using an End-to-End Deep Learning Approach on Set Data
inferredcites →https://doi.org/10.1109/tmm.2017.2696825openalex-snapshot
Trip Outfits Advisor: Location-Oriented Clothing Recommendation
inferredcites →https://doi.org/10.1109/tmm.2020.2980195openalex-snapshot
Dress With Style: Learning Style From Joint Deep Embedding of Clothing Styles and Body Shapes
inferredcites →https://doi.org/10.1109/tmm.2021.3059514openalex-snapshot
$A^3$-FKG: Attentive Attribute-Aware Fashion Knowledge Graph for Outfit Preference Prediction
inferredcites →https://doi.org/10.1109/tmm.2021.3078907openalex-snapshot
Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media
inferredcites →https://doi.org/10.1109/tmm.2023.3246796openalex-snapshot
Category-Aware Multimodal Attention Network for Fashion Compatibility Modeling
inferredcites →https://doi.org/10.1109/wacv.2015.131openalex-snapshot
Runway to Realway: Visual Analysis of Fashion
inferredcites →https://doi.org/10.1109/wacv.2016.7477611openalex-snapshot
Fashion apparel detection: The role of deep convolutional neural network and pose-dependent priors
inferredcites →https://doi.org/10.1109/wacv.2018.00227openalex-snapshot
An Analysis of Human-Centered Geolocation
inferredcites →https://doi.org/10.1109/wacv.2019.00108openalex-snapshot
Fashion Is Taking Shape: Understanding Clothing Preference Based on Body Shape From Online Sources
inferredcites →https://doi.org/10.1109/wacv45572.2020.9093367openalex-snapshot
Toward Explainable Fashion Recommendation
inferredcites →https://doi.org/10.1109/wacv51458.2022.00067openalex-snapshot
SAC: Semantic Attention Composition for Text-Conditioned Image Retrieval
inferredcites →https://doi.org/10.1109/wacv56688.2023.00359openalex-snapshot
OutfitTransformer: Learning Outfit Representations for Fashion Recommendation
inferredcites →https://doi.org/10.1111/j.1460-2466.2012.01667.xopenalex-snapshot
Understanding Sexual Objectification: A Comprehensive Approach Toward Media Exposure and Girls' Internalization of Beauty Ideals, Self-Objectification, and Body Surveillance
inferredcites →https://doi.org/10.1117/12.2539771openalex-snapshot
Fashion popularity analysis based on online social network via deep learning
inferredcites →https://doi.org/10.1145/2556270openalex-snapshot
Collaborative Filtering beyond the User-Item Matrix
inferredcites →https://doi.org/10.1145/2623330.2623332openalex-snapshot
Large scale visual recommendations from street fashion images
inferredcites →https://doi.org/10.1145/2668107openalex-snapshot
Accurate and Novel Recommendations
inferredcites →https://doi.org/10.1145/2733373.2806239openalex-snapshot
Collaborative Fashion Recommendation
inferredcites →https://doi.org/10.1145/2766462.2767755openalex-snapshot
Image-Based Recommendations on Styles and Substitutes
inferredcites →https://doi.org/10.1145/2766959openalex-snapshot
Learning visual similarity for product design with convolutional neural networks
inferredcites →https://doi.org/10.1145/2872427.2883037openalex-snapshot
Ups and Downs
inferredcites →https://doi.org/10.1145/3077136.3080658openalex-snapshot
DeepStyle
inferredcites →https://doi.org/10.1145/3077136.3080797openalex-snapshot
Attentive Collaborative Filtering
inferredcites →https://doi.org/10.1145/3109859.3109861openalex-snapshot
Deep Cross-Domain Fashion Recommendation
inferredcites →https://doi.org/10.1145/3123266.3123268openalex-snapshot
Fashion World Map
inferredcites →https://doi.org/10.1145/3123266.3123314openalex-snapshot
NeuroStylist
inferredcites →https://doi.org/10.1145/3123266.3123394openalex-snapshot
Learning Fashion Compatibility with Bidirectional LSTMs
inferredcites →https://doi.org/10.1145/3219819.3219888openalex-snapshot
Product Characterisation towards Personalisation
inferredcites →https://doi.org/10.1145/3240323.3240388openalex-snapshot
A hierarchical bayesian model for size recommendation in fashion
inferredcites →https://doi.org/10.1145/3240508.3240546openalex-snapshot
What Dress Fits Me Best?
inferredcites →https://doi.org/10.1145/3240508.3240596openalex-snapshot
Fashion Sensitive Clothing Recommendation Using Hierarchical Collocation Model
inferredcites →https://doi.org/10.1145/3240508.3240646openalex-snapshot
Interpretable Multimodal Retrieval for Fashion Products
inferredcites →https://doi.org/10.1145/3291060openalex-snapshot
MMALFM
inferredcites →https://doi.org/10.1145/3292500.3330652openalex-snapshot
POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion
inferredcites →https://doi.org/10.1145/3292500.3330991openalex-snapshot
A Visual Dialog Augmented Interactive Recommender System
inferredcites →https://doi.org/10.1145/3298689.3347006openalex-snapshot
A deep learning system for predicting size and fit in fashion e-commerce
inferredcites →https://doi.org/10.1145/3308558.3313614openalex-snapshot
Improving Outfit Recommendation with Co-supervision of Fashion Generation
inferredcites →https://doi.org/10.1145/3308558.3313739openalex-snapshot
Enhancing Fashion Recommendation with Visual Compatibility Relationship
inferredcites →https://doi.org/10.1145/3308560.3316599openalex-snapshot
Shop your Right Size: A System for Recommending Sizes for Fashion products
inferredcites →https://doi.org/10.1145/3331184.3331242openalex-snapshot
Interpretable Fashion Matching with Rich Attributes
inferredcites →https://doi.org/10.1145/3331184.3331245openalex-snapshot
Prototype-guided Attribute-wise Interpretable Scheme for Clothing Matching
inferredcites →https://doi.org/10.1145/3331184.3331254openalex-snapshot
Personalized Fashion Recommendation with Visual Explanations based on Multimodal Attention Network
inferredcites →https://doi.org/10.1145/3331184.3331442openalex-snapshot
Simulacra and Selection
inferredcites →https://doi.org/10.1145/3340531.3412687openalex-snapshot
ART (Attractive Recommendation Tailor)
inferredcites →https://doi.org/10.1145/3340631.3394866openalex-snapshot
Mind the Gap: Exploring Shopping Preferences Across Fashion Retail Channels
inferredcites →https://doi.org/10.1145/3343031.3350956openalex-snapshot
GP-BPR
inferredcites →https://doi.org/10.1145/3366423.3380096openalex-snapshot
OutfitNet: Fashion Outfit Recommendation with Attention-Based Multiple Instance Learning
inferredcites →https://doi.org/10.1145/3383313.3411534openalex-snapshot
Second Workshop on Recommender Systems in Fashion – fashionXrecsys2020
inferredcites →https://doi.org/10.1145/3394486.3403382openalex-snapshot
Bootstrapping Complete The Look at Pinterest
inferredcites →https://doi.org/10.1145/3397271.3401032openalex-snapshot
Measuring Recommendation Explanation Quality
inferredcites →https://doi.org/10.1145/3397271.3401080openalex-snapshot
Hierarchical Fashion Graph Network for Personalized Outfit Recommendation
inferredcites →https://doi.org/10.1145/3404835.3462806openalex-snapshot
Towards Multi-Modal Conversational Information Seeking
inferredcites →https://doi.org/10.1145/3404835.3462848openalex-snapshot
A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images
inferredcites →https://doi.org/10.1145/3404835.3462967openalex-snapshot
Comprehensive Linguistic-Visual Composition Network for Image Retrieval
inferredcites →https://doi.org/10.1145/3407190openalex-snapshot
Recommender Systems Leveraging Multimedia Content
inferredcites →https://doi.org/10.1145/3408890openalex-snapshot
BOXREC
inferredcites →https://doi.org/10.1145/3439729openalex-snapshot
A Survey on Adversarial Recommender Systems
inferredcites →https://doi.org/10.1145/3447239openalex-snapshot
Fashion Meets Computer Vision
inferredcites →https://doi.org/10.1145/3447548.3467160openalex-snapshot
SizeFlags: Reducing Size and Fit Related Returns in Fashion E-Commerce
inferredcites →https://doi.org/10.1145/3477495.3531866openalex-snapshot
Diversity Vs Relevance: A Practical Multi-objective Study in Luxury Fashion Recommendations
inferredcites →https://doi.org/10.1145/3523227.3546774openalex-snapshot
Multi-Modal Dialog State Tracking for Interactive Fashion Recommendation
inferredcites →https://doi.org/10.1145/3531017openalex-snapshot
Disentangling Features for Fashion Recommendation
inferredcites →https://doi.org/10.1145/3543507.3583435openalex-snapshot
Show Me The Best Outfit for A Certain Scene: A Scene-aware Fashion Recommender System
inferredcites →https://doi.org/10.1155/2017/8093057openalex-snapshot
Fashion Evaluation Method for Clothing Recommendation Based on Weak Appearance Feature
inferredcites →https://doi.org/10.1504/ijamc.2016.079110openalex-snapshot
A Unity3D-based mobile fashion coordination system
inferredcites →https://doi.org/10.1609/aaai.v31i1.11231openalex-snapshot
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
inferredcites →https://doi.org/10.1609/aaai.v32i1.11839openalex-snapshot
Compatibility Family Learning for Item Recommendation and Generation
inferredcites →https://doi.org/10.1609/icwsm.v6i1.14261openalex-snapshot
The Pulse of News in Social Media: Forecasting Popularity
inferredcites →https://doi.org/10.17706/ijcee.2016.8.1.31-43openalex-snapshot
Fashion Meets Computer Vision and NLP at e-Commerce Search
inferredcites →https://doi.org/10.18178/ijke.2016.2.3.066openalex-snapshot
Toward Fashion-Brand Recommendation Systems Using Deep-Learning: Preliminary Analysis
inferredcites →https://doi.org/10.18653/v1/2022.ecnlp-1.22openalex-snapshot
“Does it come in black?” CLIP-like models are zero-shot recommenders
inferredcites →https://doi.org/10.24963/ijcai.2019/650openalex-snapshot
Explainable Fashion Recommendation: A Semantic Attribute Region Guided Approach
inferredcites →https://doi.org/10.31274/itaa_proceedings-180814-1806openalex-snapshot
The impact of True Fit Technology on Consumer Confidence in their online clothing purchase
inferredcites →https://doi.org/10.3233/faia200706openalex-snapshot
ClothNet: A Neural Network Based Recommender System
inferredcites →https://doi.org/10.4018/jitr.2020070107openalex-snapshot
Who Should Provide Clothing Recommendation Services
inferredcites →https://doi.org/10.4156/jdcta.vol4.issue7.6openalex-snapshot
Application of 3D body scanning technology to human measurement for clothing Fit
inferredcites →https://doi.org/10.48550/arxiv.1405.4013openalex-snapshot
Enhancing Visual Fashion Recommendations with Users in the Loop
inferredcites →https://doi.org/10.48550/arxiv.1608.07444openalex-snapshot
Who Leads the Clothing Fashion: Style, Color, or Texture? A Computational Study
inferredcites →https://doi.org/10.48550/arxiv.1609.02489openalex-snapshot
Fashion DNA: Merging Content and Sales Data for Recommendation and Article Mapping
inferredcites →https://doi.org/10.48550/arxiv.1705.09451openalex-snapshot
Algorithmic clothing: hybrid recommendation, from street-style-to-shop
inferredcites →https://doi.org/10.48550/arxiv.1706.01869openalex-snapshot
StreetStyle: Exploring world-wide clothing styles from millions of photos
inferredcites →https://doi.org/10.48550/arxiv.1806.09820openalex-snapshot
Visually-Aware Personalized Recommendation using Interpretable Image Representations
inferredcites →https://doi.org/10.48550/arxiv.1806.11371openalex-snapshot
Personalizing Similar Product Recommendations in Fashion E-commerce
inferredcites →https://doi.org/10.48550/arxiv.1810.02443openalex-snapshot
FashionNet: Personalized Outfit Recommendation with Deep Neural Network
inferredcites →https://doi.org/10.48550/arxiv.2107.07651openalex-snapshot
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
inferredcites →https://doi.org/10.48550/arxiv.2112.10752openalex-snapshot
High-Resolution Image Synthesis with Latent Diffusion Models
inferredcites →https://doi.org/10.48550/arxiv.2204.06125openalex-snapshot
Hierarchical Text-Conditional Image Generation with CLIP Latents
inferredcites →https://doi.org/10.48550/arxiv.2304.03516openalex-snapshot
Generative Recommendation: Towards Next-generation Recommender Paradigm
inferredcites →https://doi.org/10.5121/ijma.2012.4404openalex-snapshot
Augmented Reality Platforms for Virtual Fitting Rooms

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/sd.3312openalex-snapshot
The Effects of Artificial Intelligence on the Fashion Industry—Opportunities and Challenges for Sustainable Transformation
inferred← citeshttps://doi.org/10.1007/978-3-031-22192-7_4openalex-snapshot
Adversarial Attacks Against Visually Aware Fashion Outfit Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-3-031-27181-6_15openalex-snapshot
A Hybrid Recommender System with Implicit Feedbacks in Fashion Retail
inferred← citeshttps://doi.org/10.1007/978-3-031-60012-8_24openalex-snapshot
Talkin’ Closet Plus: Interactive Clothing Selection Support System Through Various Opinions of Speech from Clothes
inferred← citeshttps://doi.org/10.1007/978-3-031-84026-5_10openalex-snapshot
Perception Systems and Environmental Understanding
inferred← citeshttps://doi.org/10.1007/978-3-032-03769-5_11openalex-snapshot
AI-Driven Personalized Fashion Curation with Deep Learning
inferred← citeshttps://doi.org/10.1007/978-3-032-06376-2_29openalex-snapshot
The Design and Application of an Intelligent Fashion Retail Recommendation System Based on Big Data Technology
inferred← citeshttps://doi.org/10.1007/978-3-032-13589-6_3openalex-snapshot
On Hyperparameter Optimization of Generative Models in Recommendation Systems: A Comparative Study, and Applications
inferred← citeshttps://doi.org/10.1007/978-3-032-38614-4_21openalex-snapshot
Human-Centered Evolution of Recommender Systems: From Collaborative Filtering to Responsible AI
inferred← citeshttps://doi.org/10.1007/978-981-95-8531-1_9openalex-snapshot
Generative Artificial Intelligence and Design Thinking
inferred← citeshttps://doi.org/10.1007/978-981-95-8876-3_66openalex-snapshot
Recommendation System Optimization and Performance Evaluation Based on Deep Learning
inferred← citeshttps://doi.org/10.1007/978-981-96-0573-6_20openalex-snapshot
Enhancing LLMs Contextual Knowledge with Ontologies for Personalised Food Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-96-5503-8_37openalex-snapshot
Embracing AI in Fashion: Designing for Responsible and Robust Practices
inferred← citeshttps://doi.org/10.1007/978-981-97-7178-3_36openalex-snapshot
Deep Feature Extraction for Fashionable Fabrics: Using ResNet50, MobileNet, and CNN
inferred← citeshttps://doi.org/10.1007/s00371-023-03238-6openalex-snapshot
Outfit compatibility model using fully connected self-adjusting graph neural network
inferred← citeshttps://doi.org/10.1007/s00464-025-12315-xopenalex-snapshot
ChatGPT and other large language models in laparoscopic cholecystectomy: a multidimensional audit of reliability, quality, and readability
inferred← citeshttps://doi.org/10.1007/s10489-024-06173-8openalex-snapshot
From spatial to semantic: attribute-aware fashion similarity learning via iterative positioning and attribute diverging
inferred← citeshttps://doi.org/10.1007/s11063-025-11732-2openalex-snapshot
Recent Emerging Techniques in Explainable Artificial Intelligence to Enhance the Interpretable and Understanding of AI Models for Human
inferred← citeshttps://doi.org/10.1007/s11227-025-07720-xopenalex-snapshot
A simple yet effective enhanced collaborative filtering framework for mitigating noise and data sparsity: evidence from pervasive digital platform datasets
inferred← citeshttps://doi.org/10.1007/s11257-023-09364-zopenalex-snapshot
Fairness in recommender systems: research landscape and future directions
inferred← citeshttps://doi.org/10.1007/s12008-023-01559-3openalex-snapshot
The effective practical application of modern intelligent manufacturing technology in textile and garment industry
inferred← citeshttps://doi.org/10.1007/s13042-024-02285-2openalex-snapshot
Text semantic matching algorithm based on the introduction of external knowledge under contrastive learning
inferred← citeshttps://doi.org/10.1007/s42979-023-01932-9openalex-snapshot
Study of AI-Driven Fashion Recommender Systems
inferred← citeshttps://doi.org/10.1007/s44230-023-00033-3openalex-snapshot
Recommender Systems for Outdoor Adventure Tourism Sports: Hiking, Running and Climbing
inferred← citeshttps://doi.org/10.1016/b978-0-443-33637-9.00017-7openalex-snapshot
Green engineering as solution for sustainable transportation and infrastructure
inferred← citeshttps://doi.org/10.1016/j.cosrev.2026.101058openalex-snapshot
A survey of information retrieval and recommender systems in the era of large language models: Two sides of the same task
inferred← citeshttps://doi.org/10.1016/j.dss.2025.114457openalex-snapshot
Using large multimodal models to predict outfit compatibility
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.131163openalex-snapshot
AgentAttack : LLM agents for multi-strategy shilling attacks in recommenders
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.133345openalex-snapshot
Frequency domain feature enhancement network for clothing semantic segmentation
inferred← citeshttps://doi.org/10.1016/j.ijpe.2024.109487openalex-snapshot
A personalized content-based method to predict customers’ preferences in an online apparel retailer
inferred← citeshttps://doi.org/10.1016/j.ins.2026.123153openalex-snapshot
VCRec: Visibility graph and convolutional neural networks for sequential recommendation
inferred← citeshttps://doi.org/10.1016/j.ins.2026.123630openalex-snapshot
GeCo: Towards effective GAN-based fashion compatibility modeling and retrieval
inferred← citeshttps://doi.org/10.1016/j.knosys.2023.110791openalex-snapshot
Partial visual-semantic embedding: Fine-grained outfit image representation with massive volumes of tags via angular-based contrastive learning
inferred← citeshttps://doi.org/10.1016/j.knosys.2024.112309openalex-snapshot
GNNctd: A graph neural network based on complicated temporal dependencies modeling for fashion trend prediction
inferred← citeshttps://doi.org/10.1016/j.neunet.2025.107145openalex-snapshot
Simplified self-supervised learning for hybrid propagation graph-based recommendation
inferred← citeshttps://doi.org/10.1016/j.procs.2026.07.242openalex-snapshot
Dynamic Fitting Simulation and Intelligent Pattern Correction System for Clothing Based on 3D Virtual Sewing Technology
inferred← citeshttps://doi.org/10.1016/j.simpa.2022.100382openalex-snapshot
PyCPFair: A framework for consumer and producer fairness in recommender systems
inferred← citeshttps://doi.org/10.1051/shsconf/202521302036openalex-snapshot
Exploration and Construction of Personalized Customization Mode in Modern Fashion Design
inferred← citeshttps://doi.org/10.1080/00140139.2026.2662448openalex-snapshot
3D human body modeling for clothing ergonomics: a review of techniques and applications in human–garment interaction
inferred← citeshttps://doi.org/10.1108/ijis-03-2025-0128openalex-snapshot
Fashioning sustainable innovation – exploring digital transformation in fashion through mass customisation and personalisation
inferred← citeshttps://doi.org/10.1108/jfmm-07-2024-0284openalex-snapshot
Development of a fashion recommendation system with consumers’ zero-party data applying the CART decision-tree model
inferred← citeshttps://doi.org/10.1108/jfmm-08-2025-0426openalex-snapshot
From rule to intelligence: a review of algorithmic heuristics in fashion retailing
inferred← citeshttps://doi.org/10.1108/jmtm-09-2025-0955openalex-snapshot
Artificial intelligence in forward supply chains: insights from fashion industry
inferred← citeshttps://doi.org/10.1108/k-01-2025-0269openalex-snapshot
The ship-then-shop model: a cybernetic approach to sustainable transition in fashion supply chains
inferred← citeshttps://doi.org/10.1109/3ict64318.2024.10824272openalex-snapshot
PFRS: Personalized Fashion Recommendation System Using EfficientNet
inferred← citeshttps://doi.org/10.1109/access.2023.3306235openalex-snapshot
AI Assisted Fashion Design: A Review
inferred← citeshttps://doi.org/10.1109/access.2024.3349710openalex-snapshot
Promoting Green Fashion Consumption Through Digital Nudges in Recommender Systems
inferred← citeshttps://doi.org/10.1109/access.2024.3451054openalex-snapshot
A Systematic Literature Review on AI-Based Recommendation Systems and Their Ethical Considerations
inferred← citeshttps://doi.org/10.1109/aidas71914.2026.11712822openalex-snapshot
The Algorithmic Wardrobe: Discovering Local Streetwear Through Content-Based Filtering
inferred← citeshttps://doi.org/10.1109/bigdata59044.2023.10416943openalex-snapshot
Character-based Outfit Generation with Vision-augmented Style Extraction via LLMs
inferred← citeshttps://doi.org/10.1109/bigdata66926.2025.11402256openalex-snapshot
A Data-Driven Method to Mining and Integrating Subjective Third-Party Fragrance Impressions from User Reviews Into Intelligent Database Systems
inferred← citeshttps://doi.org/10.1109/bts-i2c67944.2025.11399244openalex-snapshot
Recommendation Fashion Products Using Collaborative Filtering and Variational Autoencoders (CF-VAE)
inferred← citeshttps://doi.org/10.1109/candar68384.2025.00025openalex-snapshot
FashionistAI: A Platform-Independent AI-Powered Fashion Coordination System
inferred← citeshttps://doi.org/10.1109/ci2a69097.2026.11577079openalex-snapshot
CLOZET: A Mobile-Based Smart Wardrobe Management System - Survey and Blueprint
inferred← citeshttps://doi.org/10.1109/clei67442.2025.11420628openalex-snapshot
VestiME: A RAG-based Multimodal Fashion Outfit Recommender System
inferred← citeshttps://doi.org/10.1109/cscwd64889.2025.11033669openalex-snapshot
Research Progress of Knowledge Graph and Attention Mechanism in Recommender Systems
inferred← citeshttps://doi.org/10.1109/cvpr52734.2025.00378openalex-snapshot
CoLLM: A Large Language Model for Composed Image Retrieval
inferred← citeshttps://doi.org/10.1109/etcc69750.2026.11681998openalex-snapshot
Digital Return Inspection: AI-Driven Verification of Apparel Damages from Text and Image Data
inferred← citeshttps://doi.org/10.1109/iacis65746.2025.11211030openalex-snapshot
Application of Transformer-Based Multimodal Data Fusion Algorithm in Intelligent Recommendation System
inferred← citeshttps://doi.org/10.1109/icaecc59324.2023.10560340openalex-snapshot
Comparative Analysis of Deep Learning Models for Fashion Recommendation in E-Commerce
inferred← citeshttps://doi.org/10.1109/icaet63349.2025.10932201openalex-snapshot
Generative AI for Revolutionizing Personal Style
inferred← citeshttps://doi.org/10.1109/icaisisas64483.2025.11051720openalex-snapshot
Federated Bias-Aware Latent Factor Model for Privacy-Preserving Recommendation
inferred← citeshttps://doi.org/10.1109/icamal62577.2024.10919567openalex-snapshot
AiFashion: Multi-Modal and Multi-Dimensional Large Model Based on Self-Trained Customer Digital-Twin for Fashion Design and Manufacturing
inferred← citeshttps://doi.org/10.1109/icccmla66092.2025.11581234openalex-snapshot
Fashion Fusion: Outfit Recommendation Through Visual and Semantic Alignment
inferred← citeshttps://doi.org/10.1109/iccit65724.2025.11166891openalex-snapshot
Data-Driven Evaluation Framework for Enhancing User Experience in Indonesian Fashion Mobile Applications
inferred← citeshttps://doi.org/10.1109/iccubea69821.2026.11701821openalex-snapshot
FABRIX: An AR-Driven Personalized Fashion Recommendation System for Indian Traditional Fabrics – A Multimodal AI/ML Framework
inferred← citeshttps://doi.org/10.1109/iciptm59628.2024.10563320openalex-snapshot
A Fuzzy Inference System for Sustainable Outfit Recommendations in the Fashion Industry
inferred← citeshttps://doi.org/10.1109/icscn67106.2025.11308709openalex-snapshot
A Multimodal AI System for Personalized Capsule Wardrobe Generation using Cultural, Climatic and Situational Contexts
inferred← citeshttps://doi.org/10.1109/ictc66702.2025.11388251openalex-snapshot
WardrobeRL: Prompt-Aware Reinforcement Learning Based Top-Bottom Recommendation
inferred← citeshttps://doi.org/10.1109/ictmim65579.2025.10988397openalex-snapshot
Interpretable Clothing Size Prediction: CNN and XAI for Personalized Recommendations
inferred← citeshttps://doi.org/10.1109/idciot64235.2025.10914855openalex-snapshot
User Experience (UX) Analysis of Skin Tone Clustering with AI for Clothing Small and Medium Enterprise (SME) System
inferred← citeshttps://doi.org/10.1109/ietc69527.2026.11568677openalex-snapshot
Generative AI, Large Language Models, and Agentic AI for Fashion and Textile Supply Chains: A Concise Survey
inferred← citeshttps://doi.org/10.1109/mce.2024.3492510openalex-snapshot
Human-Centric GenAI Garment Designer: 3D Fashion Design Recommendations
inferred← citeshttps://doi.org/10.1109/ssitcon62437.2024.10796034openalex-snapshot
Implementing a Personalized Recommendation System for Visual Design Using Intelligent Algorithms
inferred← citeshttps://doi.org/10.1109/swc65939.2025.00288openalex-snapshot
Explainable AI-Driven Recommender Systems for Demand Forecasting in Metaverse Environments
inferred← citeshttps://doi.org/10.1109/tfuzz.2024.3365722openalex-snapshot
Fuzzy Norm-Explicit Product Quantization for Recommender Systems
inferred← citeshttps://doi.org/10.1109/tmm.2026.3668620openalex-snapshot
A Survey on Multimodal Recommender Systems: Recent Advances and Future Directions
inferred← citeshttps://doi.org/10.1109/tmm.2026.3694502openalex-snapshot
Unified Metric Learning for Personalized Fashion Recommendations With Fast User Adaptation
inferred← citeshttps://doi.org/10.1109/tnnls.2025.3589861openalex-snapshot
SpeGCL: Self-Supervised Graph Spectrum Contrastive Learning Without Positive Samples
inferred← citeshttps://doi.org/10.1109/wacvw65960.2025.00162openalex-snapshot
Fashionability-Enhancing Outfit Image Editing with Conditional Diffusion Models
inferred← citeshttps://doi.org/10.1109/wi-iat59888.2023.00007openalex-snapshot
Image-Based Information Filtering to Compare and Select Items
inferred← citeshttps://doi.org/10.1109/wi-iat62293.2024.00047openalex-snapshot
Cosmetic Item Recommendation Method Based on Similar User Extraction Considering Skin Type and Concerns
inferred← citeshttps://doi.org/10.1142/s0218126625500057openalex-snapshot
A Visual Transformer and Convolution Neural Network-Based Intelligent Recommender System for e-Commerce Scenes
inferred← citeshttps://doi.org/10.1145/3523227.3546774openalex-snapshot
Multi-Modal Dialog State Tracking for Interactive Fashion Recommendation
inferred← citeshttps://doi.org/10.1145/3543829.3543837openalex-snapshot
Multimodal Conversational Fashion Recommendation with Positive and Negative Natural-Language Feedback
inferred← citeshttps://doi.org/10.1145/3565472.3592962openalex-snapshot
Service-based Presentation of Multimodal Information for the Justification of Recommender Systems Results
inferred← citeshttps://doi.org/10.1145/3627673.3679828openalex-snapshot
Attacking Visually-aware Recommender Systems with Transferable and Imperceptible Adversarial Styles
inferred← citeshttps://doi.org/10.1145/3640457.3687112openalex-snapshot
The 1st International Workshop on Risks, Opportunities, and Evaluation of Generative Models in Recommendation (ROEGEN)
inferred← citeshttps://doi.org/10.1145/3640457.3688174openalex-snapshot
A Dataset for Adapting Recommender Systems to the Fashion Rental Economy
inferred← citeshttps://doi.org/10.1145/3659677.3659678openalex-snapshot
Revolutionizing Fashion Recommendations: A Deep Dive into Deep Learning-based Recommender Systems
inferred← citeshttps://doi.org/10.1145/3664614openalex-snapshot
A Review of Explainable Fashion Compatibility Modeling Methods
inferred← citeshttps://doi.org/10.1145/3695461openalex-snapshot
Multimodal Recommender Systems: A Survey
inferred← citeshttps://doi.org/10.1145/3699682.3728328openalex-snapshot
Leveraging LLMs to Explain the Consequences of Recommendations
inferred← citeshttps://doi.org/10.1145/3705328.3748162openalex-snapshot
See the Movie, Hear the Song, Read the Book: Extending MovieLens-1M, Last.fm-2K, and DBbook with Multimodal Data
inferred← citeshttps://doi.org/10.1145/3705328.3759309openalex-snapshot
Normative Alignment of Recommender Systems via Internal Label Shift
inferred← citeshttps://doi.org/10.1145/3718098openalex-snapshot
Generative AI in Fashion: Overview
inferred← citeshttps://doi.org/10.1145/3742442openalex-snapshot
People Who Liked This Also Liked ... A Publication Analysis of Three Decades of Recommender Systems Research
inferred← citeshttps://doi.org/10.1145/3746237.3746287openalex-snapshot
PanoStyleVR: style-based similarity metrics for Web-based immersive panoramic style transfer
inferred← citeshttps://doi.org/10.1145/3772318.3791225openalex-snapshot
I Felt Like I Need to Fit in Someone Else's Body - Understanding Body-Centered UX Design for Online Fashion Shopping
inferred← citeshttps://doi.org/10.1145/3786554.3786558openalex-snapshot
Research on Sentiment Analysis and Recommendation Systems for Women's Clothing E-Commerce Reviews
inferred← citeshttps://doi.org/10.1145/3789510openalex-snapshot
Multi-Interest Recommendation: A Survey
inferred← citeshttps://doi.org/10.1145/3803784.3816845openalex-snapshot
AuraWear: Designing for Human-AI Co-Decision in Creative Fashion Recommendation
inferred← citeshttps://doi.org/10.1145/3805622.3810591openalex-snapshot
CREAM: Collaborative Representation with Self-supervised Alignment for Multimedia Recommendation
inferred← citeshttps://doi.org/10.15221/23.60openalex-snapshot
How Does Customers Fit Preference Impact Apparel Size Selection for Online Shopping
inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-main.716openalex-snapshot
FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning
inferred← citeshttps://doi.org/10.21608/idj.2023.276188openalex-snapshot
Fashion Recommendation System and its Impact on Consumers’ Purchase Decision Making
inferred← citeshttps://doi.org/10.22399/ijcesen.1183openalex-snapshot
Transforming E-Commerce with Intelligent Recommendation Systems: A Review of Current Trends in Machine Learning and Deep Learning
inferred← citeshttps://doi.org/10.2478/amns-2025-1038openalex-snapshot
Research on personalized clothing recommendation system based on AIGC
inferred← citeshttps://doi.org/10.33022/ijcs.v13i3.3980openalex-snapshot
Fashion Design Classification Based on Machine Learning and Deep Learning Algorithms: A Review
inferred← citeshttps://doi.org/10.3389/fcomm.2026.1793720openalex-snapshot
Integrating artificial intelligence across the marketing process framework: an empirical study in an emerging economy
inferred← citeshttps://doi.org/10.3389/fpsyg.2026.1773754openalex-snapshot
Contextualizing the privacy paradox—a risk–benefit analysis of generation z’s adoption intentions toward AI-based virtual try-on
inferred← citeshttps://doi.org/10.3390/app142411839openalex-snapshot
Virtual Try-On Systems in Fashion Consumption: A Systematic Review
inferred← citeshttps://doi.org/10.3390/electronics13020302openalex-snapshot
MultArtRec: A Multimodal Neural Topic Modeling for Integrating Image and Text Features in Artwork Recommendation
inferred← citeshttps://doi.org/10.3390/jtaer20020124openalex-snapshot
Prediction and Optimization for Multi-Product Marketing Resource Allocation in Cross-Border E-Commerce
inferred← citeshttps://doi.org/10.3390/make6030104openalex-snapshot
Efficient Visual-Aware Fashion Recommendation Using Compressed Node Features and Graph-Based Learning
inferred← citeshttps://doi.org/10.3390/make7010009openalex-snapshot
Enhancing Consumer Agent Modeling Through Openness-Based Consumer Traits and Inverse Clustering
inferred← citeshttps://doi.org/10.3390/textiles5040049openalex-snapshot
Digital Twins for a Sustainable Textile Industry: A Critical Analysis of Unexplored Applications and Future Directions
inferred← citeshttps://doi.org/10.4018/979-8-3373-4647-2.ch004openalex-snapshot
Training Brand Communicators by AI Applications in Luxury Co-Branding Practice
inferred← citeshttps://doi.org/10.4018/979-8-3373-5332-6.ch002openalex-snapshot
Unlocking Customer Insights Through Big Data for Marketing and Personalization
inferred← citeshttps://doi.org/10.4018/979-8-3373-7200-6.ch001openalex-snapshot
AI, Fashion Expression, and the Reconfiguration of Human Relationships
inferred← citeshttps://doi.org/10.4018/979-8-3373-7262-4.ch002openalex-snapshot
Revolutionizing Recommender Systems With GANs, LLMs, and Knowledge Graphs
inferred← citeshttps://doi.org/10.48175/ijarsct-30413openalex-snapshot
Intelligent Product Suggestions Engine for E-Commerce Platforms using Hybrid Recommendation and Sentiment Analysis.
inferred← citeshttps://doi.org/10.51583/ijltemas.2025.1406000112openalex-snapshot
A Deep Learning Framework for Personalized Fashion Recommendations Based on Skin Tone Analysis
inferred← citeshttps://doi.org/10.56726/irjmets50746openalex-snapshot
AUTOMATED DRESS RECOMMENDATION SYSTEM BASED ON USER METRICS
inferred← citeshttps://doi.org/10.5850/jksct.2024.48.4.688openalex-snapshot
사이즈 추천 서비스에 대한 자기효능감이 지각된 사용용이성과 지각된 유용성을 매개로 사용의도에 미치는 영향
inferred← citeshttps://doi.org/10.5850/jksct.2025.49.5.1112openalex-snapshot
기능성 보호복 자동 설계 지원을 위한 착용자 맞춤형 웹 애플리케이션 개발
inferred← citeshttps://doi.org/10.62411/faith.3048-3719-29openalex-snapshot
A Review on the Influence of Deep Learning and Generative AI in the Fashion Industry
inferred← citeshttps://doi.org/10.62486/agma2025206openalex-snapshot
E-commerce web system with personalized recommendations based on purchase history for American Eagle in Maná, Ecuador
inferred← citeshttps://doi.org/10.7717/peerj-cs.3967openalex-snapshot
Forward a hybrid AI fashion recommender system blending trends and personal style based on fuzzy systems
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.