An Exploration of Learnt Representations of W Jets

22 September 2021

Papers citing "An Exploration of Learnt Representations of W Jets"

15 / 15 papers shown

Title
Universal New Physics Latent Space Anna Hallin Gregor Kasieczka Sabine Kraml A. Lessa L. Moureaux Tore von Schwartz David Shih AI4CE 59 0 0 29 Jul 2024
Better Latent Spaces for Better Autoencoders B. Dillon Tilman Plehn C. Sauer P. Sorrenson BDL DRL 42 55 0 16 Apr 2021
Linearized Optimal Transport for Collider Events Tianji Cai Junyi Cheng N. Craig Katy Craig OT 32 37 0 19 Aug 2020
Variational Autoencoders for Anomalous Jet Tagging Taoli Cheng J. Arguin Julien Leissner-Martin Jacinthe Pilette T. Golling CML BDL DRL 38 77 0 03 Jul 2020
Array Programming with NumPy Charles R. Harris K. Millman S. Walt R. Gommers Pauli Virtanen ... Tyler Reddy Warren Weckesser Hameer Abbasi C. Gohlke T. Oliphant 127 14,883 0 18 Jun 2020
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing Hao Fu Chunyuan Li Xiaodong Liu Jianfeng Gao Asli Celikyilmaz Lawrence Carin ODL 75 363 0 25 Mar 2019
Energy Flow Networks: Deep Sets for Particle Jets Patrick T. Komiske E. Metodiev Jesse Thaler PINN 3DPC 77 255 0 11 Oct 2018
Sinkhorn AutoEncoders Giorgio Patrini Rianne van den Berg Patrick Forré M. Carioni Samarth Bhargav Max Welling Tim Genewein Frank Nielsen DiffM 44 89 0 02 Oct 2018
Taming VAEs Danilo Jimenez Rezende Fabio Viola DRL CML 55 184 0 01 Oct 2018
TherML: Thermodynamics of Machine Learning Alexander A. Alemi Ian S. Fischer DRL AI4CE 48 29 0 11 Jul 2018
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance Giulia Luise Alessandro Rudi Massimiliano Pontil C. Ciliberto OT 60 130 0 30 May 2018
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 157 2,235 0 02 Dec 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 414 16,947 0 20 Dec 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 182 4,251 0 04 Jun 2013