Bringing Multimodality to Amazon Visual Search System

Author:

Zhu Xinliang1ORCID,Huang Sheng-Wei1ORCID,Ding Han2ORCID,Yang Jinyu1ORCID,Chen Kelvin3ORCID,Zhou Tao1ORCID,Neiman Tal3ORCID,Xie Ouye4ORCID,Tran Son1ORCID,Yao Benjamin4ORCID,Gray Douglas1ORCID,Bindal Anuj1ORCID,Dhua Arnab1ORCID

Affiliation:

1. Amazon.com, Palo Alto, CA, USA

2. Amazon.com, Santa Clara, CA, USA

3. Amazon.com, New York, New York, USA

4. Amazon.com, Seattle, WA, USA

Publisher

ACM

Reference50 articles.

1. X. An, J. Deng, K. Yang, J. Li, Z. Feng, J. Guo, J. Yang, and T. Liu. Unicom: Universal and compact representation learning for image retrieval. In The Eleventh International Conference on Learning Representations (ICLR 2023), 2023.

2. Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations

3. GrokNet

4. Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts

5. Exploring Simple Siamese Representation Learning

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