Bi-directional Heterogeneous Graph Hashing towards Efficient Outfit Recommendation

Author:

Guan Weili1,Song Xuemeng2,Zhang Haoyu2,Liu Meng3,Yeh Chung-Hsing1,Chang Xiaojun4

Affiliation:

1. Monash University, Melbourne, VIC, Australia

2. Shandong University, Qingdao, China

3. Shandong Jianzhu University, Jinan, China

4. University of Technology Sydney, Sydney, NSW, Australia

Funder

Shandong Provincial Natural Science Foundation for Distinguished Young Scholars

Australian Research Council Discovery Early Career Researcher Award

National Natural Science Foundation of China

Major Basic Research Project of Natural Science Foundation of Shandong Province

Science and Technology Innovation Program for Distinguished Young Scholars of Shandong Province Higher Education Institutions

Publisher

ACM

Reference41 articles.

1. Zhangjie Cao , Mingsheng Long , Jianmin Wang , and Philip S. Yu . 2017. HashNet: Deep Learning to Hash by Continuation . In International Conference on Computer Vision. IEEE, 5609--5618 . Zhangjie Cao, Mingsheng Long, Jianmin Wang, and Philip S. Yu. 2017. HashNet: Deep Learning to Hash by Continuation. In International Conference on Computer Vision. IEEE, 5609--5618.

2. POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion

3. Scalable Deep Hashing for Large-Scale Social Image Retrieval

4. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics. ACL, 4171--4186 . Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics. ACL, 4171--4186.

5. Fartash Faghri , David J. Fleet , Jamie Ryan Kiros , and Sanja Fidler . 2018 . VSE: Improving Visual-Semantic Embeddings with Hard Negatives. In British Machine Vision Conference. BMVA Press, 12--12 . Fartash Faghri, David J. Fleet, Jamie Ryan Kiros, and Sanja Fidler. 2018. VSE: Improving Visual-Semantic Embeddings with Hard Negatives. In British Machine Vision Conference. BMVA Press, 12--12.

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