Residual Quantization with Implicit Neural Codebooks

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Residual Quantization with Implicit Neural Codebooks

26 January 2024

Iris A. M. Huijben

Matthew Muckley

Ruud J. G. van Sloun

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Papers citing "Residual Quantization with Implicit Neural Codebooks"

19 / 19 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 88 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 162 179 0 16 Jan 2024
High-Fidelity Audio Compression with Improved RVQGAN Rithesh Kumar Prem Seetharaman Alejandro Luebs I. Kumar Kundan Kumar 94 327 0 11 Jun 2023
Autoregressive Image Generation using Residual Quantization Doyup Lee Chiheon Kim Saehoon Kim Minsu Cho Wook-Shin Han VGen 269 361 0 03 Mar 2022
A Self-Supervised Descriptor for Image Copy Detection Ed Pizzi Sreya . Dutta Roy Sugosh Nagavara Ravindra Priya Goyal Matthijs Douze SSL 69 125 0 21 Feb 2022
MaskGIT: Masked Generative Image Transformer Huiwen Chang Han Zhang Lu Jiang Ce Liu William T. Freeman ViT 153 678 0 08 Feb 2022
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 195 907 0 16 Dec 2021
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning Iris A. M. Huijben W. Kool Max B. Paulus Ruud J. G. van Sloun 92 97 0 04 Oct 2021
Contrastive Quantization with Code Memory for Unsupervised Image Retrieval Jinpeng Wang Ziyun Zeng Bin Chen Tao Dai Shutao Xia MQ 77 45 0 11 Sep 2021
Self-supervised Product Quantization for Deep Unsupervised Image Retrieval Young Kyun Jang N. Cho MQ 52 66 0 06 Sep 2021
WeightNet: Revisiting the Design Space of Weight Networks Ningning Ma Xinming Zhang Jiawei Huang Jian Sun 56 108 0 23 Jul 2020
Deep Triplet Quantization Bin Liu Yue Cao Mingsheng Long Jianmin Wang Jingdong Wang MQ 58 94 0 01 Feb 2019
Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors Dmitry Baranchuk Artem Babenko Yury Malkov 51 95 0 07 Feb 2018
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 226 5,019 0 02 Nov 2017
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 334 5,364 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 196 2,533 0 02 Nov 2016
Polysemous codes Matthijs Douze Hervé Jégou Florent Perronnin MQ 41 57 0 07 Sep 2016
Learning to learn by gradient descent by gradient descent Marcin Andrychowicz Misha Denil Sergio Gomez Colmenarejo Matthew W. Hoffman David Pfau Tom Schaul Brendan Shillingford Nando de Freitas 108 2,006 0 14 Jun 2016
Searching in one billion vectors: re-rank with source coding Hervé Jégou R. Tavenard Matthijs Douze Laurent Amsaleg 162 320 0 18 Feb 2011