Instytut Informatyki i Matematyki Komputerowej - lista publikacji

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1-63 z 63.

2022

63.
Jarosław Duda, Marcin Niemiec
Lightweight Compression with Encryption Based on Asymmetric Numeral Systems, International Journal of Applied Mathematics and Computer Science vol. 33(1) (2022), 45-55
62.
Jarosław Duda, Józef Pieprzyk, Marcin Pawłowski, Seyit Camtepe, Morawiecki Paweł, Arash Mahboubi
The Compression Optimality of Asymmetric Numeral Systems, Entropy vol. 25(4) (2022), 672
61.
Marcin Żelawski, Grzegorz Migdałek
Measuring population-level plant gene flow with topological data analysis, Ecological Informatics (2022),
60.
Jakub Ruszil
Some results concerning careful synchronization of partial automata and subset synchronization of DFA's, International Conference on Implementation and Application of Automata [CIAA], (2022), 106-125
59.
Aleksandra Nowak, Romuald A. Janik
Discovering wiring patterns influencing neural network performance, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (PKDD and ECML combined from 2008) [ECML PKDD] vol. Lecture Notes in Computer Science, vol 13715. Springer, Cham (2022), 631-646
58.
Adam Roman, Jakub Gomułka
Tractatus 6 Reconsidered: An Algorithmic Alternative to Wittgenstein’s Trade-off, History and Philosophy of Logic (2022), 1-18
57.
Robert Szczelina, Piotr Zgliczyński
High-Order Lohner-Type Algorithm for Rigorous Computation of Poincaré Maps in Systems of Delay Differential Equations with Several Delays, Foundations of Computational Mathematics (2022),
56.
Jerzy Martyna
An Heuristic Approach for Mapping of Service Function Chains in Softwarized 5G Networks, Lecture Notes in Computer Science vol. 13772 (2022), 574-584
55.
Jakub Hryc, Robert Szczelina, Michał Markiewicz, Marta Pasenkiewicz-Gierula
Lipid/water interface of galactolipid bilayers in different lyotropic liquid-crystalline phases, Frontiers in Molecular Biosciences vol. Volume 9 (2022), 958537
54.
Romuald A. Janik, Igor Podolak, Łukasz Struski, Anna Ceglarek, Koryna Lewandowska, Barbara Sikora-Wachowicz, Tadeusz Marek, Magdalena Fąfrowicz
Neural spatio-temporal patterns of information processing related to cognitive conflict and correct or false recognitions, Scientific Reports vol. 12 (2022), 5271
53.
Tamal Dey, Michał Lipiński, Marian Mrozek, Ryan Slechta
Tracking dynamical features via continuation and persistence, International Symposium on Computational Geometry [SoCG], (2022), 35:1-35:17
52.
Jarosław Żygierewicz, Romuald A. Janik, Igor Podolak, Alan Drozd, Urszula Malinowska, Martyna Poziomska, Jakub Wojciechowski, Paweł Ogniewski, Paweł Niedbalski, Iwona Terczyńska, Jacek Rogala
Decoding working memory-related information from repeated psychophysiological EEG experiments using convolutional and contrastive neural networks, vol. 19,4 (2022), 046053
51.
Jarosław Duda, Sabina Podlewska
Prediction of probability distributions of molecular properties: towards more efficient virtual screening and better understanding of compound representations, Molecular Diversity (2022),
50.
Jeongbin Park, Gilles Duvert, Alain Coulais, Gregory V. Jung, Sylwester Arabas, Brian Barker, Takeshi Enomoto, Sylvain Flinois, Oliver Gressel, Tomas Hillberg, Thibault Huillet, Jan Kohnert, Orion Poplawski, Eloi Rozier de Linage, Remi A. Solås, Luke Stagner, Ole Streicher, James Tappin, Thierry Thomas, Jingwei Wang, Christian Wimmer
GNU Data Language 1.0: a free/libre and open-source drop-in replacement for IDL/PV-WAVE, Journal of Open Source Software vol. 7(80) (2022), 4633
49.
Rafał Kucharski, Cats Oded , Jaime Soza-Parra
The shareability potential of ride-pooling under alternative spatial demand patterns, Transportmetrica A-Transport Science (2022),
48.
Tamal K. Dey, Michał Lipiński, Marian Mrozek, Ryan Slechta
Tracking Dynamical Features via Continuation and Persistence, 38th International Symposium On Computational Geometry (socg 2022) (2022),
47.
Piotr Zgliczyński, Małgorzata Moczurad
Central configurations on the plane with N heavy and k light bodies, Communications in Nonlinear Science and Numerical Simulation vol. 114 (2022), 4991-4998
46.
Przemysław Spurek, Przemysław Stachura, Ivan Kostiuk, Sławomir K. Tadeja, Tomasz Trzciński
HyperColor: A HyperNetwork Approach for Synthesizing Auto-colored 3D Models for Game Scenes Population, IEEE Transactions on Games (2022),
45.
Jerzy Martyna
Deep Reinforcement Learning-Based Resource Allocation for mm-Wave Dense 5G Networks, Lecture Notes in Computer Science vol. 13469 (2022), 298 - 307
44.
Jerzy Martyna
Heuristic Algorithm for Placement of Service Function Chains in Softwarized 5G Networks, Przegląd Telekomunikacyjny + Wiadomości Telekomunikacyjne vol. XCI, No. 4 (2022), 278 - 281
43.
Tomasz Danel, Agnieszka Wojtuch, Sabina Podlewska
Generation of new inhibitors of selected cytochrome P450 subtypes – in silico study, Computational and Structural Biotechnology Journal (2022),
42.
Maciej Wołczyk, Michał Zając, Razvan Pascanu, Łukasz Kuciński, Piotr Miłoś
Disentangling Transfer in Continual Reinforcement Learning, Advances in Neural Information Processing Systems [NeurIPS](MAIN), (2022),
41.
Tomasz Trzciński, Kamil Deja, Paweł Wawrzynski , Wojciech Masarczyk , Daniel Marczak
Multiband VAE: latent space alignment for knowledge consolidation in continual learning, International Joint Conference on Artificial Intelligence [IJCAI](MAIN), (2022), 2902-2908
40.
Bartosz Wójcik, Jacek Grela, Marek Śmieja, Krzysztof Misztal, Jacek Tabor
SLOVA: Uncertainty estimation using single label one-vs-all classifier, Applied Soft Computing Journal vol. 126 (2022), 109219
39.
Krzysztof Misztal, Anna Drożdż, Tomasz Kołodziej, Sonia Wróbel, Natalia Targosz-Korecka, Marek Drab, Robert jach, Carina Rząca, Magdalena Surman, Małgorzata Przybyło, Zenon Rajfur, Ewa Ł. Stępień
Large extracellular vesicles do not mitigate the harmful effect of hyperglycemia on endothelial cell mobility, European Journal of Cell Biology vol. 101 (2022),
38.
Piotr Faliszewski, Krzysztof Sornat , Stanisław Szufa
The Complexity of Subelection Isomorphism Problems, National Conference of the American Association for Artificial Intelligence [AAAI](MAIN), (2022), 4991-4998
37.
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) vol. Communications in Computer and Information Science 1794 (2022), 13–24
36.
Jacek Tabor, Marek Śmieja, Łukasz Struski, Przemysław Spurek, Maciej Wołczyk
Głębokie uczenie. Wprowadzenie, Helion, 2022
35.
Piotr Bartman-Szwarc, Jakub Banaśkiewicz, Szymon Drenda, Maciej Manna, Michael Olesik, Paweł Rozwoda, Michał Sadowski, Sylwester Arabas
PyMPDATA v1: Numba-accelerated implementation of MPDATA with examples in Python, Julia and Matlab, Journal of Open Source Software vol. 7(77) (2022),
34.
Przemysław Spurek, Artur Kasymov, Marcin Mazur, Diana Janik, Sławomir K. Tadeja, Łukasz Struski, Jacek Tabor, Tomasz Trzciński
HyperPocket: generative point cloud completion, IEEE/RSJ International Conference on Intelligent Robots and Systems [IROS], (2022), 6848-6853
33.
Szymon Knop, Przemysław Spurek, Marcin Mazur, Jacek Tabor, Igor Podolak
Batch size reconstruction-distribution trade-off in kernel based generative autoencoders, IEEE International Conference on Image Processing [ICIP], (2022), 3728-3732
32.
Piotr Gaiński, Łukasz Maziarka, Tomasz Danel, Stanisław Jastrzębski
HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract), National Conference of the American Association for Artificial Intelligence [AAAI], (2022), 12949-12950
31.
Łukasz Maziarka, Aleksandra Nowak, Maciej Wołczyk, Andrzej Bedychaj
On the relationship between disentanglement and multi-task learning, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database [ECML PKDD](MAIN), (2022),
30.
Andrzej Bedychaj, Przemysław Spurek, Aleksandra Nowak, Jacek Tabor
Nonlinear Weighted Independent Component Analysis, International Conference on Information Processing and Management of Uncertainty [IPMU] vol. II (2022), 3–16
29.
Marcin Mazur, Łukasz Pustelnik, Szymon Knop, Patryk Pagacz, Przemysław Spurek
Target layer regularization for continual learning using Cramer-Wold distance, Information Sciences vol. 609 (2022), 1369-1380
28.
Przemysław Spurek, Jacek Tabor, Piotr Tempczyk, Rafał Michaluk, Łukasz Garncarek, Adam Golinski
LIDL: Local Intrinsic Dimension Estimation Using Approximate Likelihood, International Conference on Machine Learning [ICML](MAIN), (2022), 21205-21231
27.
Jacek Tabor, Maciej Wołczyk, Karol Piczak, Bartosz Wójcik, Łukasz Pustelnik, Morawiecki Paweł, Tomasz Trzcinski, Przemysław Spurek
Continual Learning with Guarantees via Weight Interval Constraints, International Conference on Machine Learning [ICML](MAIN), (2022), 23897-23911
26.
Jarosław Duda, Seyit Camtepe, Arash Mahboubi, Morawiecki Paweł, Surya Nepal, Marcin Pawłowski, Józef Pieprzyk
ANS-based Compression and Encryption with 128-bit Security, International Journal of Information Security vol. 21 (2022), 1051–1067
25.
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) vol. Lecture Notes in Computer Science 13672 (2022), 351-368
24.
Naumov Vitalii, Olha Shulika, Oleksandra Orda, Hanna Vasiutina, Marek Bauer, Myroslav Oliskevych
Shaping the optimal technology for servicing the long-distance deliveries of packaged cargo by road transport, Sustainability vol. 14 (12) (2022), 7283
23.
Rafał Kucharski, Cats Oded
Simulating two-sided mobility platforms with MaaSSim, PLoS One vol. 17(6) (2022), e0269682
22.
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) vol. Lecture Notes in Computer Science 13713 (2022), 421-436
21.
Łukasz Struski, Szymon Knop, Jacek Tabor, Daniec Wiktor , Przemysław Spurek
LocoGAN—Locally convolutional GAN, Computer Vision and Image Understanding vol. 221 (2022), 103462
20.
Piotr Bartman-Szwarc, Oleksii Bulenok, Kamil Górski, Anna Jaruga, Grzegorz Łazarski, Michael Olesik, Bartosz Piasecki, Clare Singer, Aleksandra Talar, Sylwester Arabas
PySDM v1: particle-based cloud modelling package for warm-rain microphysics and aqueous chemistry, Journal of Open Source Software vol. 7(72) (2022), 3219
19.
Michael Olesik, Jakub Banaśkiewicz, Piotr Bartman-Szwarc, Manuel Baumgartner, Simon Unterstrasser, Sylwester Arabas
On numerical broadening of particle-size spectra: a condensational growth study using PyMPDATA 1.0, Geoscientific Model Development vol. 15 (9) (2022), 3879–3899
18.
Bernhard C. Geiger, Sophie Steger, Marek Śmieja
Semi-Supervised Clustering via Information-Theoretic Markov Chain Aggregation, ACM Symposium on Applied Computing [SAC](MAIN), (2022), 1136-1139
17.
Maciej Wołczyk, Magdalena Proszewska, Łukasz Maziarka, Zięba Maciej , Patryk Wielopolski, Rafał Kurczab, Marek Śmieja
PluGeN: Multi-Label Conditional Generation From Pre-Trained Models, National Conference of the American Association for Artificial Intelligence [AAAI](MAIN) vol. 36/8 (2022), 8647-8656
16.
Maciej Capiński, Marcel Guardia, Pau Martin , Tere Seara, Piotr Zgliczyński
Oscillatory Motions and Parabolic Manifolds at Infinity in the Planar Circular Restricted Three Body Problem, Journal of Differential Equations vol. 320 (2022), 316-370
15.
Anna Gierzkiewicz-Pieniążek, Piotr Zgliczyński
From the Sharkovskii theorem to periodic orbits for the R\"ossler system, Journal of Differential Equations vol. 314 (2022), 733-751
14.
Łukasz Borchmann, Łukasz Garncarek, Michał Pietruszka
Sparsifying Transformer Models with Trainable Representation Pooling, Association of Computational Linguistics [ACL](MAIN), (2022),
13.
Adriana Borowa, Szczepan Kruczek, Jacek Tabor, Bartosz Zieliński
Weakly-supervised cell classification for effective High Content Screening, International Conference on Computational Science [ICCS](MAIN) vol. Lecture Notes in Computer Science 13350 (2022), 318–330
12.
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) vol. Lecture Notes in Computer Science 13350 (2022), 331–344
11.
Jerzy Martyna
Reliability- and Availability-aware Mapping of Service Function Chains in Softwarized 5G Networks vol. Lecture Notes in Networks and Systems, book series (LNNS, volume 484) (2022), "Theory and Engineering of Dependable Computer Systems and Networks", Springer
10.
Tomasz Kapela, Daniel Wilczak, Piotr Zgliczyński
Recent advances in a rigorous computation of Poincaré maps, Communications in Nonlinear Science and Numerical Simulation vol. 110 (2022), 106366
9.
Szymon Knop, Marcin Mazur, Igor Podolak, Przemysław Spurek, Jacek Tabor
Generative models with kernel distance in data space, Neurocomputing vol. 487 (2022), 119-129
8.
Marian Mrozek, Roman Srzednicki, Justin Thorpe, Thomas Wanner
Combinatorial vs. classical dynamics: Recurrence, Communications in Nonlinear Science and Numerical Simulation vol. 108 (2022), 106226, 1-30
7.
Banet Krystian, Rafał Kucharski, Naumov Vitalii
Using city-bike stopovers to reveal spatial patterns of urban attractiveness, Current Issues in Tourism vol. 25:18 (2022), 2887-2904
6.
Fielbaum Andres, Alonso-Mora Javier, Rafał Kucharski, Cats Oded
How to split the costs and charge the travellers sharing a ride? aligning system’s optimum with users’ equilibrium, European Journal of Operational Research vol. Volume 301, Issue 3 (2022), 956-973
5.
Marcin Przewięźlikowski, Marek Śmieja, Łukasz Struski, Jacek Tabor
MisConv: Convolutional Neural Networks for Missing Data, IEEE Workshop on Applications of Computer Vision [WACV], (2022), 2060-2069
4.
Łukasz Struski, Jacek Tabor, Szymon Bobek, Sławomir K. Tadeja, Przemysław Stachura, Timoleon Kipourus, Grzegorz Nalepa, Per Ola Kristensson
Virtual Reality-Based Parallel Coordinates Plots Enhanced with Explainable AI and Data-Science Analytics for Decision-Making Processes, Applied Sciences-Basel vol. 12, 1 (2022), 331
3.
Elżbieta Adamus, Paweł Bogdan
Algorithm for studying polynomial maps and reductions modulo prime number, Journal of Symbolic Computation vol. 112 (2022), 1-24
2.
Jerzy Martyna
Heuristic Design Algorithm for Scheduling of URLLC and eMBB Traffic in 5G Cellular Networks, Lecture Notes in Computer Science vol. 13158 (2022), 438-448
1.
Łukasz Maziarka, Marek Śmieja, Marcin Sendera, Łukasz Struski, Jacek Tabor, Przemysław Spurek
OneFlow: One-class flow for anomaly detection based on a minimal volume region, IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 44/11 (2022), 8508-8519