BANG: Billion-Scale Approximate Nearest Neighbor Search using a Single GPU

20 January 2024

Papers citing "BANG: Billion-Scale Approximate Nearest Neighbor Search using a Single GPU"

5 / 5 papers shown

Title
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s Felix Chern Blake A. Hechtman Andy Davis Ruiqi Guo David Majnemer Surinder Kumar 116 24 0 28 Jun 2022
Uni-Retriever: Towards Learning The Unified Embedding Based Retriever in Bing Sponsored Search Jianjin Zhang Zheng Liu Weihao Han Shitao Xiao Rui Zheng ... Hanqing Zhu Premkumar Srinivasan Denvy Deng Qi Zhang Xing Xie 66 29 0 13 Feb 2022
Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba Jizhe Wang Pipei Huang Huan Zhao Zhibo Zhang Binqiang Zhao Lee 43 496 0 06 Mar 2018
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 220 3,712 0 28 Feb 2017
Searching in one billion vectors: re-rank with source coding Hervé Jégou R. Tavenard Matthijs Douze Laurent Amsaleg 134 319 0 18 Feb 2011