Binary Embedding-based Retrieval at Tencent

Author:

Gan Yukang1ORCID,Ge Yixiao2ORCID,Zhou Chang1ORCID,Su Shupeng1ORCID,Xu Zhouchuan2ORCID,Xu Xuyuan1ORCID,Hui Quanchao2ORCID,Chen Xiang2ORCID,Wang Yexin1ORCID,Shan Ying1ORCID

Affiliation:

1. Tencent, Shenzhen, China

2. Tencent, Beijing, China

Publisher

ACM

Reference44 articles.

1. Abien Fred Agarap . 2018. Deep learning using rectified linear units (relu). arXiv preprint arXiv:1803.08375 ( 2018 ). Abien Fred Agarap. 2018. Deep learning using rectified linear units (relu). arXiv preprint arXiv:1803.08375 (2018).

2. Accelerated Nearest Neighbor Search with Quick ADC

3. Fabien André , Anne-Marie Kermarrec , and Nicolas Le Scouarnec . 2019a. Quicker adc: Unlocking the hidden potential of product quantization with simd . IEEE transactions on pattern analysis and machine intelligence ( 2019 ), 1666--1677. Fabien André, Anne-Marie Kermarrec, and Nicolas Le Scouarnec. 2019a. Quicker adc: Unlocking the hidden potential of product quantization with simd. IEEE transactions on pattern analysis and machine intelligence (2019), 1666--1677.

4. Fabien André , Anne-Marie Kermarrec , and Nicolas Le Scouarnec . 2019b. Derived codebooks for high-accuracy nearest neighbor search. arXiv preprint arXiv:1905.06900 ( 2019 ). Fabien André, Anne-Marie Kermarrec, and Nicolas Le Scouarnec. 2019b. Derived codebooks for high-accuracy nearest neighbor search. arXiv preprint arXiv:1905.06900 (2019).

5. Additive Quantization for Extreme Vector Compression

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