SPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor
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SPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor Search

5 November 2021

Jingdong Wang

Papers citing "SPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor Search"

12 / 12 papers shown

Title
LIRA: A Learning-based Query-aware Partition Framework for Large-scale ANN Search Ximu Zeng Liwei Deng Penghao Chen Xu Chen Han Su Kai Zheng 39 0 0 30 Mar 2025
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval Chien-Yu Lin Keisuke Kamahori Yiyu Liu Xiaoxiang Shi Madhav Kashyap ... Stephanie Wang Arvind Krishnamurthy Rohan Kadekodi Luis Ceze Baris Kasikci 3DV VLM 143 1 0 28 Feb 2025
Incremental IVF Index Maintenance for Streaming Vector Search J. Mohoney Anil Pacaci S. R. Chowdhury U. F. Minhas Jeffery Pound Cédric Renggli Nima Reyhani Ihab F. Ilyas Theodoros Rekatsinas Shivaram Venkataraman 26 1 0 01 Nov 2024
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Weizhe Lin Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Miao Liu Per Ola Kristensson Junxiao Shen 77 2 0 01 Nov 2024
ESPN: Memory-Efficient Multi-Vector Information Retrieval Susav Shrestha Narasimha Reddy Zongwang Li 24 6 0 09 Dec 2023
Worst-case Performance of Popular Approximate Nearest Neighbor Search Implementations: Guarantees and Limitations Piotr Indyk Haike Xu 16 14 0 29 Oct 2023
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models Wenqi Jiang Marco Zeller R. Waleffe Torsten Hoefler Gustavo Alonso 49 16 0 15 Oct 2023
Co-design Hardware and Algorithm for Vector Search Wenqi Jiang Shigang Li Yu Zhu Johannes de Fine Licht Zhenhao He ... Cédric Renggli Shuai Zhang Theodoros Rekatsinas Torsten Hoefler Gustavo Alonso 84 19 0 19 Jun 2023
Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval Peitian Zhang Zheng Liu Shitao Xiao Zhicheng Dou Jing Yao 27 6 0 11 Oct 2022
Revisiting a kNN-based Image Classification System with High-capacity Storage K. Nakata Youyang Ng Daisuke Miyashita A. Maki Yu Lin J. Deguchi 24 26 0 03 Apr 2022
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings Shitao Xiao Zheng Liu Weihao Han Jianjin Zhang Defu Lian ... Hao-Lun Sun Yingxia Shao Denvy Deng Qi Zhang Xing Xie 23 33 0 01 Apr 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 25 28 0 13 Feb 2022