Homography augumented momentum constrastive learning for SAR image retrieval

21 September 2021

Papers citing "Homography augumented momentum constrastive learning for SAR image retrieval"

32 / 32 papers shown

Title
An Empirical Study of Training Self-Supervised Vision Transformers Xinlei Chen Saining Xie Kaiming He ViT 91 1,837 0 05 Apr 2021
LoFTR: Detector-Free Local Feature Matching with Transformers Jiaming Sun Zehong Shen Yuang Wang Hujun Bao Xiaowei Zhou ViT 43 1,158 0 01 Apr 2021
Self-supervised Pretraining of Visual Features in the Wild Priya Goyal Mathilde Caron Benjamin Lefaudeux Min Xu Pengchao Wang ... Mannat Singh Vitaliy Liptchinsky Ishan Misra Armand Joulin Piotr Bojanowski VLM SSL 36 272 0 02 Mar 2021
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 143 3,992 0 20 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 132 40,217 0 22 Oct 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 75 4,032 0 17 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 222 6,718 0 13 Jun 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 402 3,397 0 09 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 124 18,523 0 13 Feb 2020
SuperGlue: Learning Feature Matching with Graph Neural Networks Paul-Edouard Sarlin Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC OffRL 58 1,907 0 26 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 71 11,959 0 13 Nov 2019
Combining Stochastic Adaptive Cubic Regularization with Negative Curvature for Nonconvex Optimization Seonho Park Seung Hyun Jung P. Pardalos ODL 38 15 0 27 Jun 2019
Detect-to-Retrieve: Efficient Regional Aggregation for Image Search Marvin Teichmann A. Araújo Menglong Zhu Jack Sim ObjD 18 117 0 04 Dec 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 175 10,152 0 10 Jul 2018
The SEN1-2 Dataset for Deep Learning in SAR-Optical Data Fusion M. Schmitt Lloyd H. Hughes Xiaoxiang Zhu 31 212 0 04 Jul 2018
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination Zhirong Wu Yuanjun Xiong Stella X. Yu Dahua Lin SSL 121 3,437 0 05 May 2018
SuperPoint: Self-Supervised Interest Point Detection and Description Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC 99 2,424 0 20 Dec 2017
Fine-tuning CNN Image Retrieval with No Human Annotation Filip Radenovic Giorgos Tolias Ondřej Chum 47 1,294 0 03 Nov 2017
Unsupervised Deep Homography: A Fast and Robust Homography Estimation Model Ty Nguyen Steven W. Chen Shreyas S. Shivakumar Camillo J Taylor Vijay Kumar 33 281 0 12 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 256 129,831 0 12 Jun 2017
SAR image despeckling through convolutional neural networks Giovanni Chierchia D. Cozzolino Giovanni Poggi L. Verdoliva 26 242 0 02 Apr 2017
Regularizing Neural Networks by Penalizing Confident Output Distributions Gabriel Pereyra George Tucker J. Chorowski Lukasz Kaiser Geoffrey E. Hinton NoLa 87 1,133 0 23 Jan 2017
Large-Scale Image Retrieval with Attentive Deep Local Features Hyeonwoo Noh A. Araújo Jack Sim Tobias Weyand Bohyung Han 3DV 57 769 0 19 Dec 2016
End-to-end Learning of Deep Visual Representations for Image Retrieval Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus VLM 50 539 0 25 Oct 2016
Deep Image Homography Estimation Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 34 437 0 13 Jun 2016
CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples Filip Radenovic Giorgos Tolias Ondřej Chum SSL 65 599 0 08 Apr 2016
Deep Image Retrieval: Learning global representations for image search Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus 39 803 0 05 Apr 2016
LIFT: Learned Invariant Feature Transform K. M. Yi Eduard Trulls Vincent Lepetit Pascal Fua 86 1,203 0 30 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 866 192,638 0 10 Dec 2015
NetVLAD: CNN architecture for weakly supervised place recognition Relja Arandjelović Petr Gronát Akihiko Torii Tomas Pajdla Josef Sivic 3DV SSL 103 2,618 0 23 Nov 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 79 19,448 0 09 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 290 149,474 0 22 Dec 2014