Using machine learning for particle identification in ALICE
Graczykowski, Łukasz Kamil, Jakubowska, Monika, Deja, Kamil Rafał, Kabus, Maja
Published in Journal of instrumentation (01.07.2022)
Published in Journal of instrumentation (01.07.2022)
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Journal Article
Logarithmic Continual Learning
Masarczyk, Wojciech, Wawrzynski, Pawel, Marczak, Daniel, Deja, Kamil, Trzcinski, Tomasz
Published in IEEE access (2022)
Published in IEEE access (2022)
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Journal Article
Particle identification with machine learning in ALICE Run 3
Karwowska, Maja, Jakubowska, Monika, Graczykowski, Łukasz, Deja, Kamil, Kasak, Miłosz
Published in EPJ Web of Conferences (2024)
Published in EPJ Web of Conferences (2024)
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Journal Article
Conference Proceeding
End-to-End Sinkhorn Autoencoder With Noise Generator
Deja, Kamil, Dubinski, Jan, Nowak, Piotr, Wenzel, Sandro, Spurek, Przemsysaw, Trzcinski, Tomasz
Published in IEEE access (01.01.2021)
Published in IEEE access (01.01.2021)
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Journal Article
Generative models for fast cluster simulations in the TPC for the ALICE experiment
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Journal Article
Conference Proceeding
Particle identification with machine learning from incomplete data in the ALICE experiment
Karwowska, Maja, Graczykowski, Łukasz, Deja, Kamil, Kasak, Miłosz, Janik, Małgorzata
Published in Journal of instrumentation (01.07.2024)
Published in Journal of instrumentation (01.07.2024)
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Journal Article
Modelling Low-Resource Accents Without Accent-Specific TTS Frontend
Tinchev, Georgi, Czarnowska, Marta, Deja, Kamil, Yanagisawa, Kayoko, Cotescu, Marius
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
GUIDE: Guidance-based Incremental Learning with Diffusion Models
Cywiński, Bartosz, Deja, Kamil, Trzciński, Tomasz, Twardowski, Bartłomiej, Kuciński, Łukasz
Year of Publication 06.03.2024
Year of Publication 06.03.2024
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Journal Article
Bayesian Flow Networks in Continual Learning
Pyla, Mateusz, Deja, Kamil, Twardowski, Bartłomiej, Trzciński, Tomasz
Year of Publication 18.10.2023
Year of Publication 18.10.2023
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Journal Article