Self-supervised Product Quantization for Deep Unsupervised Image Retrieval

6 September 2021

Papers citing "Self-supervised Product Quantization for Deep Unsupervised Image Retrieval"

24 / 24 papers shown

Title
Multi-Modality Transformer for E-Commerce: Inferring User Purchase Intention to Bridge the Query-Product Gap Srivatsa Mallapragada Ying Xie Varsha Rani Chawan Zeyad Hailat Yuanbo Wang 71 0 0 28 Jan 2025
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 159 4,051 0 17 Jun 2020
CURL: Contrastive Unsupervised Representations for Reinforcement Learning A. Srinivas Michael Laskin Pieter Abbeel SSL DRL OffRL 73 1,073 0 08 Apr 2020
Auto-Encoding Twin-Bottleneck Hashing Yuming Shen Jie Qin Jiaxin Chen Mengyang Yu Li Liu Fan Zhu Fumin Shen Ling Shao 60 122 0 27 Feb 2020
Generalized Product Quantization Network for Semi-supervised Image Retrieval Young Kyun Jang N. Cho 107 38 0 26 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 255 18,607 0 13 Feb 2020
Kornia: an Open Source Differentiable Computer Vision Library for PyTorch F. Mokhayeri Dmytro Mishkin Daniel Ponsa Ethan Rublee Gary R. Bradski VLM AI4TS 104 353 0 05 Oct 2019
Unsupervised Neural Quantization for Compressed-Domain Similarity Search S. Morozov Artem Babenko 42 29 0 11 Aug 2019
Central Similarity Quantization for Efficient Image and Video Retrieval Li-xin Yuan Tao Wang Xiaopeng Zhang Francis E. H. Tay Zequn Jie Wei Liu Jiashi Feng 51 284 0 01 Aug 2019
DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs Erkun Yang Tongliang Liu Cheng Deng Wei Liu Dacheng Tao FedML 46 144 0 09 May 2019
Deep Triplet Quantization Bin Liu Yue Cao Mingsheng Long Jianmin Wang Jingdong Wang MQ 39 94 0 01 Feb 2019
BinGAN: Learning Compact Binary Descriptors with a Regularized GAN Maciej Ziȩba Piotr Semberecki Tarek El-Gaaly Tomasz Trzciñski GAN 118 75 0 18 Jun 2018
End-to-End Supervised Product Quantization for Image Search and Retrieval Benjamin Klein Lior Wolf MQ 39 65 0 23 Nov 2017
SUBIC: A supervised, structured binary code for image search Himalaya Jain J. Zepeda P. Pérez Rémi Gribonval MQ 48 82 0 09 Aug 2017
Binary Generative Adversarial Networks for Image Retrieval Jingkuan Song GAN 101 192 0 08 Aug 2017
On Sampling Strategies for Neural Network-based Collaborative Filtering Ting-Li Chen Yizhou Sun Yue Shi Liangjie Hong 33 223 0 23 Jun 2017
Deep Supervised Discrete Hashing Qi Li Zhenan Sun Ran He Tieniu Tan 48 298 0 31 May 2017
HashNet: Deep Learning to Hash by Continuation Zhangjie Cao Mingsheng Long Jianmin Wang Philip S. Yu 58 616 0 02 Feb 2017
Stochastic Generative Hashing Bo Dai Ruiqi Guo Sanjiv Kumar Niao He Le Song TPM 52 106 0 11 Jan 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 231 8,030 0 13 Aug 2016
A Survey on Learning to Hash Jingdong Wang Ting Zhang Jingkuan Song N. Sebe Heng Tao Shen 89 969 0 01 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 842 149,474 0 22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 943 99,991 0 04 Sep 2014