Wojciech Fedorko

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 5

Top Topics

Generative Model

Variational Methods

Methods In Computer Vision

Top Venues

Frontiers Big Data

Publications

Abhishek Abhishek, Eric Drechsler, Wojciech Fedorko, Bernd Stelzer
CaloDVAE : Discrete Variational Autoencoders for Fast Calorimeter Shower Simulation. CoRR (2022)
Blair Jamieson, Matt Stubbs, Sheela Ramanna, John Walker, Nick Prouse, Ryosuke Akutsu, Patrick de Perio, Wojciech Fedorko
Using machine learning to improve neutron identification in water Cherenkov detectors. Frontiers Big Data 5 (2022)
Abhishek Abhishek, Wojciech Fedorko, Patrick de Perio, Nicholas Prouse, Julian Z. Ding
Variational Autoencoders for Generative Modelling of Water Cherenkov Detectors. CoRR (2019)
Shannon Egan, Wojciech Fedorko, Alison Lister, Jannicke Pearkes, Colin Gay
Long Short-Term Memory (LSTM) networks with jet constituents for boosted top tagging at the LHC. CoRR (2017)
Jannicke Pearkes, Wojciech Fedorko, Alison Lister, Colin Gay
Jet Constituents for Deep Neural Network Based Top Quark Tagging. CoRR (2017)