dr hab. Bartosz Zieliński

Jednostki:

  • Wydział Matematyki i Informatyki UJ
  • Instytut Informatyki i Matematyki Komputerowej
  • Katedra Informatyki Stosowanej

Publikacje:

42.
SONGs: Self-Organizing Neural Graphs, IEEE Workshop on Applications of Computer Vision [WACV](MAIN), (2023),
41.
Bartosz Zieliński, Adam Pardyl, Dawid Rymarczyk, Zbisław Tabor
Automating Patient-Level Lung Cancer Diagnosis in Different Data Regimes, International Conference on Neural Information Processing [ICONIP](MAIN), (2022),
39.
Dawid Rymarczyk, Łukasz Struski, Michał Górszczak, Koryna Lewandowska, Jacek Tabor, Bartosz Zieliński
Interpretable Image Classification with Differentiable Prototypes Assignment, European Conference on Computer Vision [ECCV](MAIN), (2022),
38.
Bartosz Zieliński, Dawid Rymarczyk, Aneta Kaczyńska, Jarosław Kraus, Adam Pardyl, Marek Skomorowski
ProtoMIL: Multiple Instance Learning with Prototypical Parts for Whole-Slide Image Classification, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database [ECML PKDD](MAIN), (2022),
37.
Weakly-supervised cell classification for effective High Content Screening, International Conference on Computational Science [ICCS](MAIN), (2022),
36.
Dominika Basaj, Witold Oleszkiewicz, Tomasz Trzciński, Bartosz Zieliński
Which Visual Features Impact the Performance of Target Task in Self-supervised Learning?, International Conference on Computational Science [ICCS](MAIN), (2022),
35.
Michał Górszczak, Bartosz Zieliński
What Pushes Self-Supervised Image Representations Away?, International Conference on Neural Information Processing [ICONIP](MAIN) vol. Communications in Computer and Information Science 1516 (2021), 514-521
34.
Adriana Borowa, Anna Bracha, Maurycy Chronowski, Wojciech Ozimek, Dawid Rymarczyk, Bartosz Zieliński
Comparison of Supervised and Self-supervised Deep Representations Trained on Histological Image, World Congress on Medical and Health Informatics [MEDINFO] vol. Studies in Health Technology and Informatics 290 (2021), 1052-1053
33.
ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classification, ACM International Conference on Knowledge Discovery and Data Mining [KDD](MAIN), (2021), 1420-1430
32.
Dominika Basaj, Michał Górszczak, Witold Oleszkiewicz, Barbara Rychalska, Igor Sieradzki, Tomasz Trzcinski, Bartosz Zieliński
Explaining Self-Supervised Image Representations with Visual Probing, International Joint Conference on Artificial Intelligence [IJCAI](MAIN), (2021), 592-598
31.
Adriana Borowa, Monika Brzychczy-Włoch, Dorota Ochońska, Dawid Rymarczyk, Bartosz Zieliński
Deep learning classification of bacteria clones explained by persistence homology, IEEE International Joint Conference on Neural Networks [IJCNN], (2021), 1-8
28.
Monika Brzychczy-Włoch, Adam Piekarczyk, Dawid Rymarczyk, Agnieszka Sroka-Oleksiak, Bartosz Zieliński
27.
Andrzej Antoł, Marcin Czarnołęski, Terézia Horváthová, Jan Kozłowski, Anna Łabecka, Anna Peciod, Natalia Szabla, Yaroslav Vasko, Bartosz Zieliński
26.
Variational Auto-Encoders for Generating Feature-Preserving Automata, Proceedings of Ncma 2019, Books@ocg.at (austrian Computer Society) (2019), 171-185
25.
Persistence bag-of-words for topological data analysis, Proceedings of the 28th International Joint Conference On Artificial Intelligence (ijcai 2019) (2019), 4489-4495
24.
Processing of missing data by neural networks, Advances in Neural Information Processing Systems vol. 31 (2018), 2719-2729
23.
Aneta Blat, Stefan Chłopicki, Karolina Chrabąszcz, Max Diem, Agnieszka Jasztal, Kamila Małek, Katarzyna Marzec, Marta Smęda, Bartosz Zieliński
20.
Monika Brzychczy-Włoch, Krzysztof Misztal, Dorota Ochońska, Anna Plichta, Przemysław Spurek, Bartosz Zieliński
17.
Agata Dróżdż, Marzena Frołow, Bartosz Zieliński
Fully-Automatic Method for Assessment of Flow-Mediated Dilation, Lecture Notes in Computer Science vol. 9972 (2016), 439-450
16.
Mateusz Juda, Markus Seidl, Matthias Zeppelzauer, Bartosz Zieliński
Topological Descriptors for 3D Surface Analysis, Lecture Notes in Computer Science vol. 9667 (2016), 77-87
15.
RoughCut-New Approach to Segment High-Resolution Images, Lecture Notes in Artificial Intelligence vol. 9693 (2016), 591-601
13.
Mariusz Korkosz, Marek Skomorowski, Karolina Sprężak, Wadim Wojciechowski, Bartosz Zieliński
12.
Agata Dróżdż, Marzena Frołow, Agata Kowalewska, Adam Roman, Bartosz Zieliński
A new approach to automatic continuous artery diameter measurement , Proceedings of the 2014 Federated Conference On Computer Science and Information Systems vol. 2 (2014), 247–251
11.
Wadim Wojciechowski, Bartosz Zieliński
Computer-based hand radiographs analysis for erosions and osteophytes detection, European Congress of Radiology Proceedings (2012), 13
10.
Marzena Bielecka, Andrzej Bielecki, Mariusz Korkosz, Marek Skomorowski, Karolina Sprężak, Wadim Wojciechowski, Bartosz Zieliński
A shape description language for osteophytes detection in upper surfaces of the metacarpophalangeal joints, Computer Recognition Systems 4, Advances in Intelligent and Soft Computing, Springer (2011), 479-487

Konferencje:

14.
Medical Imaging with Deep Learning, École Polytechnique de Montréal, Montreal, Kanada, 2020-07-06 - 2020-07-09
13.
International Joint Conference in Artificial Intelligence (IJCAI 2019), AAAI Foundation, Makao, Chiny, 2019-08-12 - 2019-08-15
12.
Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, Montreal, Kanada, 2018-12-02 - 2018-12-08
11.
Dragon Applied Topology Conference, Swansea University, Swansea, Wielka Brytania, 2018-09-11 - 2018-09-14
10.
ICML 35th International Conference on Machine Learning, International Machine Learning Society, Sztokholm, Szwecja, 2018-07-10 - 2018-07-15
9.
Applied Machine Learning Days, École Polytechnique Fédérale de Lausanne, Lozanna, Szwajcaria, 2018-01-27 - 2018-01-30
8.
International Conference on Computer Vision, The Computer Vision Foundation, Wenecja, Włochy, 2017-10-22 - 2017-10-29
7.
Applied Topology in Będlewo 2017, Polish Academy of Sciences, Będlewo, Poland, 2017-06-25 - 2017-07-01
6.
5.
International Conference on Computer Vision and Graphics, Towarzystwo Przetwarzania Obrazów, Warszawa, Polska, 2016-09-19 - 2016-09-21
4.
International Workshop on Computational Topology in Image Context, CTIC 2016, Aix-Marseille Université, Marsylia, Francja, 2016-06-15 - 2016-06-17
3.
International Conference on Artificial Intelligence and Soft Computing, ICAISC 2016, Polish Neural Network Society, Zakopane, Polska, 2016-06-12 - 2016-06-16
2.
International Conference on Computer Recognition Systems, CORES 2015, Katedra Systemów i Sieci Komputerowych, Politechnika Wrocławska, Wrocław, Polska, 2015-05-25 - 2015-05-27
1.
Federated Conference on Computer Science and Information Systems, FedCSIS 2014, Polskie Towarzystwo Informatyczne, Warszawa, Polska, 2014-09-07 - 2014-09-10

Granty (realizowane po maju 2009 roku)

TytułRolaRozpoczęcieZakończenie
Teoria analizy niekompletnych danychWykonawca2016-07-132019-10-12
Detektory i deskryptory punktów charakterystycznych oparte na informacji topologicznejKierownik2016-06-142020-06-13
Algorytmiczne aspekty synchronizacjiWykonawca2016-02-022019-02-01