Challenges for Unsupervised Anomaly Detection in Particle Physics

13 October 2021

Papers citing "Challenges for Unsupervised Anomaly Detection in Particle Physics"

10 / 10 papers shown

Title
TRANSIT your events into a new mass: Fast background interpolation for weakly-supervised anomaly searches Ivan Oleksiyuk Svyatoslav Voloshynovskiy Tobias Golling DiffM 55 0 0 06 Mar 2025
Better Latent Spaces for Better Autoencoders B. Dillon Tilman Plehn C. Sauer P. Sorrenson BDL DRL 37 55 0 16 Apr 2021
Comparing Weak- and Unsupervised Methods for Resonant Anomaly Detection J. Collins P. Martín-Ramiro Benjamin Nachman David Shih 53 45 0 05 Apr 2021
Anomaly Awareness Charanjit K. Khosa V. Sanz 19 24 0 20 Jul 2020
Adversarially Learned Anomaly Detection on CMS Open Data: re-discovering the top quark Oliver Knapp Guenther Dissertori O. Cerri Thong Q. Nguyen J. Vlimant M. Pierini 19 67 0 04 May 2020
Anomaly Detection with Density Estimation Benjamin Nachman David Shih 18 218 0 14 Jan 2020
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences Jean Feydy Thibault Séjourné François-Xavier Vialard S. Amari A. Trouvé Gabriel Peyré OT 38 524 0 18 Oct 2018
Novelty Detection Meets Collider Physics Jan Hajer Ying-Ying Li Tao Liu He Wang 65 103 0 26 Jul 2018
Weakly Supervised Classification in High Energy Physics Lucio Dery Benjamin Nachman F. Rubbo A. Schwartzman 48 119 0 01 Feb 2017
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 180 5,502 0 23 Nov 2015