Particle Graph Autoencoders and Differentiable, Learned Energy Mover's
Distance

Particle Graph Autoencoders and Differentiable, Learned Energy Mover's Distance

24 November 2021

Raghav Kansal

Anthony Aportela

Daniel Madrigal Diaz

Javier Mauricio Duarte

Papers citing "Particle Graph Autoencoders and Differentiable, Learned Energy Mover's Distance"

19 / 19 papers shown

Title
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 267 1,137 0 27 Apr 2021
Charged particle tracking via edge-classifying interaction networks G. Dezoort S. Thais Javier Mauricio Duarte Vesal Razavimaleki M. Atkinson I. Ojalvo Mark S. Neubauer P. Elmer 41 47 0 30 Mar 2021
Bump Hunting in Latent Space Blaž Bortolato B. Dillon J. Kamenik Aleks Smolkovič DRL 63 43 0 11 Mar 2021
Linearized Optimal Transport for Collider Events Tianji Cai Junyi Cheng N. Craig Katy Craig OT 15 37 0 19 Aug 2020
Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics Y. Iiyama G. Cerminara Abhijay Gupta J. Kieseler Vladimir Loncar ... Miaoyuan Liu K. Pedro N. Tran E. Kreinar Zhenbin Wu 23 66 0 08 Aug 2020
Variational Autoencoders for Anomalous Jet Tagging Taoli Cheng J. Arguin Julien Leissner-Martin Jacinthe Pilette T. Golling CML BDL DRL 15 76 0 03 Jul 2020
Flows for simultaneous manifold learning and density estimation Johann Brehmer Kyle Cranmer DRL AI4CE 63 157 0 31 Mar 2020
FSPool: Learning Set Representations with Featurewise Sort Pooling Yan Zhang Jonathon S. Hare Adam Prugel-Bennett 74 75 0 06 Jun 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 153 4,289 0 06 Mar 2019
ParticleNet: Jet Tagging via Particle Clouds H. Qu L. Gouskos 3DPC MU 58 229 0 22 Feb 2019
Learning representations of irregular particle-detector geometry with distance-weighted graph networks S. Qasim J. Kieseler Y. Iiyama M. Pierini 47 135 0 21 Feb 2019
Variational Autoencoders for New Physics Mining at the Large Hadron Collider O. Cerri Thong Q. Nguyen M. Pierini M. Spiropulu J. Vlimant DRL 15 142 0 26 Nov 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 361 3,101 0 04 Jun 2018
Deep Learning using Rectified Linear Units (ReLU) Abien Fred Agarap 54 3,195 0 22 Mar 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 221 6,076 0 24 Jan 2018
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 143 2,223 0 02 Dec 2016
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 443 1,405 0 01 Dec 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 276 43,154 0 11 Feb 2015
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 121 4,210 0 04 Jun 2013

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