Leveraging universality of jet taggers through transfer learning

11 March 2022

Papers citing "Leveraging universality of jet taggers through transfer learning"

23 / 23 papers shown

Title
Particle Transformer for Jet Tagging H. Qu Congqiao Li Sitian Qian ViT MedIm 39 102 0 08 Feb 2022
Machine Learning in the Search for New Fundamental Physics G. Karagiorgi Gregor Kasieczka S. Kravitz Benjamin Nachman David Shih AI4CE 60 114 0 07 Dec 2021
Jet tagging in the Lund plane with graph networks F. Dreyer H. Qu 69 75 0 15 Dec 2020
Simulation Assisted Likelihood-free Anomaly Detection Anders Andreassen Benjamin Nachman David Shih 41 112 0 14 Jan 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 354 42,299 0 03 Dec 2019
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 175 4,428 0 07 Nov 2019
Interpretable Deep Learning for Two-Prong Jet Classification with Jet Spectra A. Chakraborty Sung Hak Lim M. Nojiri 63 44 0 03 Apr 2019
ParticleNet: Jet Tagging via Particle Clouds H. Qu L. Gouskos 3DPC MU 67 230 0 22 Feb 2019
A Survey on Deep Transfer Learning Chuanqi Tan F. Sun Tao Kong Wenchang Zhang Chao Yang Chunfang Liu 64 2,584 0 06 Aug 2018
Spectral Analysis of Jet Substructure with Neural Networks: Boosted Higgs Case Sung Hak Lim M. Nojiri 47 25 0 09 Jul 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 251 6,119 0 24 Jan 2018
Recursive Neural Networks in Quark/Gluon Tagging Taoli Cheng 48 98 0 07 Nov 2017
QCD-Aware Recursive Neural Networks for Jet Physics Gilles Louppe Kyunghyun Cho C. Becot Kyle Cranmer BDL 82 189 0 02 Feb 2017
Deep learning in color: towards automated quark/gluon jet discrimination Patrick T. Komiske E. Metodiev M. Schwartz 59 261 0 05 Dec 2016
Intrinsic Geometric Information Transfer Learning on Multiple Graph-Structured Datasets Jaekoo Lee Hyunjae Kim Jongsun Lee Sungroh Yoon GNN 56 66 0 15 Nov 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.9K 193,426 0 10 Dec 2015
Jet-Images -- Deep Learning Edition Luke de Oliveira Michael Kagan Lester W. Mackey Benjamin Nachman A. Schwartzman PINN 57 310 0 16 Nov 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 415 43,234 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 192 8,321 0 06 Nov 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 258 26,147 0 11 Nov 2013
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 176 4,948 0 06 Oct 2013
Frustratingly Easy Domain Adaptation Hal Daumé 114 1,799 0 10 Jul 2009