Publications
Publications assigned to this group and public publications confirmed in the research records of its current members.
Publications: 356
Łukasz P. Olech, Michał Spytkowski, Halina Kwaśnicka, Zbigniew Michalewicz
Information Sciences · 2021
Morphological analysis of histopathological images using deep learning
Artur Zawisza, Martin Tabakow, Konrad Karanowski, Krzysztof J Galus
ICCCI 2021 · 2021
Pix2Trips - a system supporting small groups of urban tourists
Halina Kwaśnicka, Tsvetan Ovedenski
Proceedings of the 16th Conference on Computer Science and Intelligence Systems, September 2-5, online · 2021
How to catch them all? Enhanced data collection for emotion recognition in the field
Maciej Dzieżyc, Joanna Komoszyńska, Stanisław Saganowski, Magda Boruch, Jakub Dziwiński, Katarzyna Jabłońska, Dominika Kunc, Przemysław Kazienko
2021
Generative modeling in application to point cloud completion
Maciej Zamorski, Maciej M Zięba, Jerzy Świątek
ICAISC 2020 · 2020
Hypernetwork approach to generating point clouds
Maciej Zamorski, Maciej M Zięba, Przemysław Spurek, Sebastian Winczowski, Jacek Tabor, Tomasz Trzciński
Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event · 2020
Comparison of aggregation functions for 3D point clouds classification
Maciej Zamorski, Maciej M Zięba, Jerzy Świątek
ACIIDS 2020 · 2020
UCSG-NET - Unsupervised Discovering of Constructive Solid Geometry Tree
Kacper Kania, Maciej M Zięba, Tomasz Kajdanowicz
NeurIPS 2020 · 2020
Post-training quantization methods for deep learning models
Maciej M Zięba, Piotr Kluska
ACIIDS 2020 · 2020
Evolutionary algorithms and their applications to engineering problems
Halina Kwaśnicka, Adam Słowik
Neural Computing & Applications · 2020
Adversarial autoencoders for compact representations of 3D point clouds
Maciej Zamorski, Maciej M Zięba, Piotr J Klukowski, Rafał C Nowak, Karol Kurach, Wojciech Stokowiec, Tomasz Trzciński
Computer Vision and Image Understanding · 2020
Semi-supervised representation learning for 3D point clouds
Adrian Zdobylak, Maciej M Zięba
ACIIDS 2020 · 2020
Generative Adversarial Networks: recent developments
Maciej Zamorski, Adrian Zdobylak, Maciej M Zięba, Jerzy Świątek
ICAISC 2019 · 2019
A new F-score gradient-based training rule for the linear model
Mariusz T. Paradowski, Michał Spytkowski, Halina Kwaśnicka
Pattern Analysis and Applications · 2019
Improving real-time performance of U-Nets for machine vision in laser process control
Przemysław Dolata, Jacek Reiner
Proceedings of the 2019 Federated Conference on Computer Science and Information Systems · 2019
Conditional invertible flow for point cloud generation
Maciej Zamorski, Maciej M Zięba, Michał Stypułkowski, Jan Chorowski
2019
Semi-supervised learning with Bidirectional GANs
Maciej Zamorski, Maciej M Zięba
ACIIDS 2019 · 2019
Sztuczna inteligencja - sukcesy i obawy
Halina Kwaśnicka
Innowacje technologiczne w teorii i praktyce · 2019
Bridging the semantic gap in image and video analysis
Halina Kwaśnicka, Lakhmi C Jain
Intelligent Systems Reference Library · 2018
Semantic gap in image and video analysis
Halina Kwaśnicka
Bridging the semantic gap in image and video analysis · 2018