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SuperGlue: Learning Feature Matching with Graph Neural Networks

26 November 2019

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Papers citing "SuperGlue: Learning Feature Matching with Graph Neural Networks"

31 / 81 papers shown

Title
From Coarse to Fine: Robust Hierarchical Localization at Large Scale Paul-Edouard Sarlin Cesar Cadena Roland Siegwart Marcin Dymczyk 3DV 52 878 0 09 Dec 2018
Self-Improving Visual Odometry Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich MDE 65 29 0 08 Dec 2018
Neighbourhood Consensus Networks Ignacio Rocco Mircea Cimpoi Relja Arandjelović Akihiko Torii Tomas Pajdla Josef Sivic 78 391 0 24 Oct 2018
Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks Juho Lee Yoonho Lee Jungtaek Kim Adam R. Kosiorek Seungjin Choi Yee Whye Teh 123 275 0 01 Oct 2018
SConE: Siamese Constellation Embedding Descriptor for Image Matching Tomasz Trzciñski J. Komorowski Lukasz Dabala K. Czarnota Grzegorz Kurzejamski Simon Lynen 26 10 0 28 Sep 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 769 3,131 0 04 Jun 2018
LF-Net: Learning Local Features from Images Y. Ono Eduard Trulls Pascal Fua K. M. Yi 70 529 0 24 May 2018
MegaDepth: Learning Single-View Depth Prediction from Internet Photos Zhengqi Li Noah Snavely MDE 3DV 115 1,023 0 02 Apr 2018
Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking Filip Radenovic Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum 55 380 0 29 Mar 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 229 2,151 0 01 Mar 2018
PPFNet: Global Context Aware Local Features for Robust 3D Point Matching Haowen Deng Tolga Birdal Slobodan Ilic 3DV 3DPC 82 551 0 07 Feb 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 257 6,169 0 24 Jan 2018
SuperPoint: Self-Supervised Interest Point Detection and Description Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC 145 2,478 0 20 Dec 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 300 8,918 0 21 Nov 2017
Learning to Find Good Correspondences K. M. Yi Eduard Trulls Y. Ono Vincent Lepetit Mathieu Salzmann Pascal Fua 3DV 67 480 0 16 Nov 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 481 20,233 0 30 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 789 132,454 0 12 Jun 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 366 11,154 0 07 Jun 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 171 3,289 0 08 May 2017
HPatches: A benchmark and evaluation of handcrafted and learned local descriptors Vassileios Balntas Karel Lenc Andrea Vedaldi K. Mikolajczyk 106 722 0 19 Apr 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 598 7,496 0 04 Apr 2017
Deep Sets Manzil Zaheer Satwik Kottur Siamak Ravanbakhsh Barnabás Póczós Ruslan Salakhutdinov Alex Smola 427 2,480 0 10 Mar 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 500 4,081 0 14 Feb 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 493 14,371 0 02 Dec 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 177 3,713 0 27 Jul 2016
Past, Present, and Future of Simultaneous Localization And Mapping: Towards the Robust-Perception Age Cesar Cadena Luca Carlone Henry Carrillo Yasir Latif Davide Scaramuzza José Neira Ian Reid J. Leonard 127 2,926 0 19 Jun 2016
Deep Image Homography Estimation Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 59 441 0 13 Jun 2016
BundleFusion: Real-time Globally Consistent 3D Reconstruction using On-the-fly Surface Re-integration Angela Dai Matthias Nießner Michael Zollhöfer Shahram Izadi Christian Theobalt 3DH 78 541 0 05 Apr 2016
LIFT: Learned Invariant Feature Transform K. M. Yi Eduard Trulls Vincent Lepetit Pascal Fua 119 1,211 0 30 Mar 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 220 4,289 0 04 Jun 2013