DeDrift: Robust Similarity Search under Content Drift

DeDrift: Robust Similarity Search under Content Drift

5 August 2023

Dmitry Baranchuk

Papers citing "DeDrift: Robust Similarity Search under Content Drift"

14 / 14 papers shown

Title
Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search Daniel de Souza Severo Giuseppe Ottaviano Matthew Muckley Karen Ullrich Matthijs Douze MQ 82 1 0 16 Jan 2025
The Faiss library Matthijs Douze Alexandr Guzhva Chengqi Deng Jeff Johnson Gergely Szilvasy Pierre-Emmanuel Mazaré Maria Lomeli Lucas Hosseini Hervé Jégou 141 177 0 16 Jan 2024
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s Felix Chern Blake A. Hechtman Andy Davis Ruiqi Guo David Majnemer Surinder Kumar 119 24 0 28 Jun 2022
A Self-Supervised Descriptor for Image Copy Detection Ed Pizzi Sreya . Dutta Roy Sugosh Nagavara Ravindra Priya Goyal Matthijs Douze SSL 64 125 0 21 Feb 2022
Improving language models by retrieving from trillions of tokens Sebastian Borgeaud A. Mensch Jordan Hoffmann Trevor Cai Eliza Rutherford ... Simon Osindero Karen Simonyan Jack W. Rae Erich Elsen Laurent Sifre KELM RALM 210 1,083 0 08 Dec 2021
The 2021 Image Similarity Dataset and Challenge Matthijs Douze Giorgos Tolias Ed Pizzi Zoe Papakipos L. Chanussot ... Maxim Maximov Laura Leal-Taixé Ismail Elezi Ondřej Chum Cristian Canton Ferrer 48 60 0 17 Jun 2021
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples Mahmoud Assran Mathilde Caron Ishan Misra Piotr Bojanowski Armand Joulin Nicolas Ballas Michael G. Rabbat SSL 50 151 0 28 Apr 2021
K-means for Evolving Data Streams Arkaitz Bidaurrazaga Aritz Pérez Martínez Marco Capó 19 4 0 07 Dec 2020
Linformer: Self-Attention with Linear Complexity Sinong Wang Belinda Z. Li Madian Khabsa Han Fang Hao Ma 185 1,694 0 08 Jun 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 165 12,065 0 13 Nov 2019
Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors Dmitry Baranchuk Artem Babenko Yury Malkov 41 95 0 07 Feb 2018
Fine-tuning CNN Image Retrieval with No Human Annotation Filip Radenovic Giorgos Tolias Ondřej Chum 81 1,300 0 03 Nov 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 232 3,717 0 28 Feb 2017
Searching in one billion vectors: re-rank with source coding Hervé Jégou R. Tavenard Matthijs Douze Laurent Amsaleg 138 319 0 18 Feb 2011