Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts

Author:

Wang Kai1ORCID,Liu Jiayang1ORCID,Xu Xing1ORCID,Song Jingkuan1ORCID,Liu Xin2ORCID,Shen Heng Tao3ORCID

Affiliation:

1. School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China

2. College of Computer Science and Technology, Huaqiao University, Xiamen, China

3. College of Electronic and Information Engineering, Tongji University, Shanghai, China

Funder

Technology Innovation Committee of Shenzhen Municipality Foundation

New Cornerstone Science Foundation through the XPLORER PRIZE

National Natural Science Foundation of China

Publisher

ACM

Reference55 articles.

1. Elena Andreeva, Dmitry I Ignatov, Artem Grachev, and Andrey V Savchenko. 2018. Extraction of visual features for recommendation of products via deep learning. In Analysis of Images, Social Networks and Texts: 7th International Conference, AIST 2018, Moscow, Russia, July 5--7, 2018, Revised Selected Papers 7. Springer, 201--210.

2. Image retrieval by examples

3. Emerging Properties in Self-Supervised Vision Transformers

4. Xiaokang Chen, Mingyu Ding, Xiaodi Wang, Ying Xin, Shentong Mo, Yunhao Wang, Shumin Han, Ping Luo, Gang Zeng, and Jingdong Wang. 2023. Context autoencoder for self-supervised representation learning. International Journal of Computer Vision (2023), 1--16.

5. On the representation collapse of sparse mixture of experts;Chi Zewen;Advances in Neural Information Processing Systems,2022

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