Personalized Fashion Sequential Recommendation with Visual Feature Based on Conditional Hierarchical VAE

Author:

Suekane Keiichi1,Osawa Ryo1,Inagaki Aozora1,Matsui Taiga2,Tanabe Tomohiro2,Ishikawa Keita2,Takagi Tomohiro1

Affiliation:

1. Meiji University,Kanagawa,Japan

2. airCloset, Inc.,Tokyo,Japan

Publisher

IEEE

Reference9 articles.

1. Self-Attentive Sequential Recommendation

2. Session based recommendations with recurrent neural networks;hidasi;Proceedings of the International Conference on Learning Representations,2016

3. Learning transferable visual models from natural language supervision;radford;Proceedings of the 38th International Conference on Machine Learning,2021

4. Auto-encoding variational beyes;kingma;Proceedings of the International Conference on Learning Representations,2014

5. Very deep convolutional networks for large-sclae image recognition;simonyan;Proceedings of the International Conference on Learning Representations,2015

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2. Hierarchical Multimodal Graph Learning for Outfit Compatibility Modelling;IEEE Transactions on Emerging Topics in Computational Intelligence;2024

3. Image Clustering and Generation with HDGMVAE-I;Lecture Notes in Computer Science;2024

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