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shunk031 / paper-survey

📚 Survey of previous research and related works on machine learning (especially Deep Learning) in Japanese
https://shunk031.github.io/paper-survey/
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Personalized Fashion Recommendation with Visual Explanations based on Multimodal Attention Network: Towards Visually Explainable Recommendation #222

Closed shunk031 closed 5 years ago

shunk031 commented 5 years ago

https://dl.acm.org/citation.cfm?id=3331254

shunk031 commented 5 years ago

ユーザー単位でファッション画像・レビューテキストを用いた解釈性のある注意機構つきファッション商品推薦システムVisually Explanable Collaborative Filtering (VECF) を提案。学習済みVGG19の最終conv特徴量に対してユーザ単位でvisual attentionを適用、レビュー情報を追加で用いることで精度向上

Personalized Fashion Recommendation with Visual Explanations based on Multimodal Attention-Network - Paper Survey