Tomasz Kacprzak

According to our database, Tomasz Kacprzak authored at least 15 papers between 1998 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Constructing Impactful Machine Learning Research for Astronomy: Best Practices for Researchers and Reviewers.

Daniela Huppenkothen, Michelle Ntampaka, M. Ho, M. Fouesneau, Brian Nord, Joshua E. G. Peek, M. Walmsley, John F. Wu, Camille Avestruz, T. Buck, M. Brescia, D. P. Finkbeiner, Andy D. Goulding, Tomasz Kacprzak, Peter Melchior, M. Pasquato, Nesar Ramachandra, Yuan-Sen Ting, G. van de Ven, S. Villar, V. A. Villar, E. Zinger

CoRR, 2023

2022

Cosmology from Galaxy Redshift Surveys with PointNet.

Sotiris Anagnostidis, Arne Thomsen, Tomasz Kacprzak, Tilman Tröster, Luca Biggio, Alexandre Refregier, Thomas Hofmann

CoRR, 2022

DeepLSS: breaking parameter degeneracies in large scale structure with deep learning analysis of combined probes.

Tomasz Kacprzak, Janis Fluri

CoRR, 2022

2021

Emulation of Cosmological Mass Maps with Conditional Generative Adversarial Networks.

Nathanaël Perraudin, Sandro Marcon, Aurélien Lucchi, Tomasz Kacprzak

Frontiers Artif. Intell., 2021

Predicting cosmological observables with PyCosmo.

Federica Tarsitano, Uwe Schmitt, Alexandre Refregier, Janis Fluri, Raphaël Sgier, Andrina Nicola, Jörg Herbel, Adam Amara, Tomasz Kacprzak, Lavinia Heisenberg

Astron. Comput., 2021

2019

Cosmological N-body simulations: a challenge for scalable generative models.

Nathanaël Perraudin, Ankit Srivastava, Aurélien Lucchi, Tomasz Kacprzak, Thomas Hofmann, Alexandre Réfrégier

CoRR, 2019

DeepSphere: towards an equivariant graph-based spherical CNN.

Michaël Defferrard, Nathanaël Perraudin, Tomasz Kacprzak, Raphaël Sgier

CoRR, 2019

DeepSphere: Efficient spherical convolutional neural network with HEALPix sampling for cosmological applications.

Nathanaël Perraudin, Michaël Defferrard, Tomasz Kacprzak, Raphaël Sgier

Astron. Comput., 2019

2015

GalSim: The modular galaxy image simulation toolkit.

Barnaby T. P. Rowe, Michael J. Jarvis, Rachel Mandelbaum, Gary M. Bernstein, James F. Bosch, Melanie Simet, Joshua E. Meyers, Tomasz Kacprzak, Reiko Nakajima, Joe Zuntz, Hironao Miyatake, Jörg P. Dietrich, R. Armstrong, Peter Melchior, Mandeep S. Gill

Astron. Comput., 2015

2013

Analysis of the influence of radio beacon placement on the accuracy of indoor positioning system.

Krzysztof Piwowarczyk, Piotr Korbel, Tomasz Kacprzak

Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

2012

Optimization of overlay distributed computing systems for multiple classifier system - heuristic approach.

Tomasz Kacprzak, Krzysztof Walkowiak, Michal Wozniak

Log. J. IGPL, 2012

2010

GRASP Algorithm for Optimization of Grids for Multiple Classifier System.

Tomasz Kacprzak, Krzysztof Walkowiak, Michal Wozniak

Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2010

2008

Use of neural networks for design of geolocation system in indoor applications.

Maciej Rutecki, Tomasz Kacprzak

Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008

2001

Cellular neural network based weighted median filter for real time image processing.

Jacek Kowalski, Tomasz Kacprzak

Proceedings of the 2001 International Conference on Image Processing, 2001

1998

Multiple-input transconductance CMOS amplifier for implementation in continuously programmable cellular neural networks.

Tomasz Kacprzak

Proceedings of the 5th IEEE International Conference on Electronics, Circuits and Systems, 1998