Instytut Informatyki i Matematyki Komputerowej - lista publikacji

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1-200 z 1026.

2026

1026.
Paula Szenejko, Filip Dąbrowski, Szymon Płotka, Arkadiusz Sitek, Andrzej Agria, Joanna Witkowska, Marcin Wiecheć
Reassurance-Focused First-Trimester Euploidy Screening With Machine Learning, Prenatal Diagnosis (2026),
1025.
Michał Bujak, Rafał Kucharski
Balancing profit and traveller acceptance in ride-pooling personalised fares, vol. Volume 333, Issue 1 (2026), 101-116
1024.
Olha Shulika, Hanna Vasiutina, Michał Bujak, Farnoud Ghasemi, Rafał Kucharski
Shifting Car Users To Public Transport: A Utility-Based Approach For Selecting Areas For Feeder Services, Transportation Research Procedia vol. Volume 95 (2026), 744-751
1023.
Rafał Kucharski, Farnoud Ghasemi, Cats Oded
Regulating ride-sourcing markets: Can minimum wage regulation protect drivers without disrupting the market?, vol. 21(3) (2026),
1022.
Piotr Borycki, Magdalena Trędowicz, Szymon Janusz, Jacek Tabor, Przemysław Spurek, Arkadiusz Lewicki, Łukasz Struski
EPIC: Explanation of Pretrained Image Classification Networks via Prototypes Authors Piotr Borycki, National Conference of the American Association for Artificial Intelligence [AAAI](MAIN) vol. 40(21) (2026), 17366-17373
1021.
Jarosław Hryszko, Artur Michałek, Adam Roman
Application of large language models in medical interview training: a study with medical students, BMC Medical Education vol. 26:586 (2026), 17
1020.
Piotr Borycki, Weronika Smolak-Dyżewska, Joanna Waczyńska, Marcin Mazur, Sławomir K. Tadeja, Przemysław Spurek
GASP: Gaussian Splatting for physics-based simulations, Computer Vision and Image Understanding vol. 265 (2026), 104699
1019.
Jarosław Duda, Janusz Guza, Biswajit Karmakar
CP-conserving SO(3) parameterization of the neutrino mixing matrix, vol. 874 (2026), 140219
1018.
Mateusz Pach, Przemysław Rola, Michał Znaleźniak, Patryk Kaszuba, Marcin Przewięźlikowski, Jacek Tabor, Marek Śmieja
Adaptive contrastive hierarchical clustering with nodes visualization, Artificial Intelligence Review vol. 59/99 (2026),
1017.
Patryk Marszałek, Kamil Książek, Furman Oleksii, Ulvi Movsum-zada, Przemysław Spurek, Marek Śmieja
HyConEx: Hypernetwork classifier with counterfactual explanations for tabular data, Neurocomputing vol. 671 (2026), 132748
1016.
Magdalena Proszewska, Michał Bujak, Rafał Kucharski, Jacek Tabor, Marek Śmieja
Optimising network efficiency in an epidemic scenario, Social Network Analysis and Mining vol. 2/16 (2026),
1015.
Yudi Sang, Yanzhen Liu, Sutuke Yibulayimu, Yunning Wang, Benjamin D. Killeen, Ping-Cheng Ku, Mingxu Liu, Ole Johannsen, Karol Gotkowski, Maximilian Zenk, Klaus Maier-Hein, Fabian Isensee, Peiyan Yue, Yi Wang, Haidong Yu, Zhaohong Pan, Yutong He, Xiaokun Liang, Daiqi Liu, Fuxin Fan, Artur Jurgas, Andrzej Skalski, Yuxi Ma, Jing Yang, Szymon Płotka, Rafał Litka, Gang Zhu, Yingchun Song, Mathias Unberath, Mehran Armand, Dan Ruan, S. Kevin Zhou, Qiyong Cao, Chunpeng Zhao, Xinbao Wu, Yu Wang
Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-Ray: Summary of the PENGWIN 2024 Challenge, IEEE Transactions on Medical Imaging (2026),
1014.
Weronika Smolak-Dyżewska, Malarz Dawid, Kornel Howil, Jan Kaczmarczyk, Marcin Mazur, Przemysław Spurek
VeGaS: Video Gaussian splatting, Information Sciences vol. 735 (2026), 123033
1013.
Bartosz Zieliński, Łukasz Janisiów, Marek Kochańczyk, Tomasz Danel
Enhancing Chemical Explainability Through Counterfactual Masking, National Conference of the American Association for Artificial Intelligence [AAAI](MAIN), (2026),
1012.
Kang Wang, Chen Qin, Zhang Shi, Haoran Wang, Xiwen Zhang, Chen Chen, Chengliang Dai, Cheng Ouyang, Yuanhan Ma, Chenchen Dai, Xutong Kuang, Ruizhe Li, Xin Chen, Xiuzheng Yue, Song Tian, Alejandra Mora-Rubio, Kumaradevan Punithakumar, Shizhan Gong, Qi Dou, Sina Amirrajab, Yasmina Al Khalil, Clan M. Scannell, Lexiaozi Fan, Huili Yang, Xiaowu Sun, Rob Van Der Geest, Weldebirhan Tewodros Arega, Fabrice Meriaudeau, Caner Özer, Amin Ranem, John Kalkhof, İlkay Öksüz, Anirban Mukhopadhyay , Abdul Qayyum, Moona Mazher, Steven A. Niederer, Cabrera Garcia-Carles, Eric Arazo, Michał Grzeszczyk, Szymon Płotka, Wanqin Ma, Xiaomeng Li, Rongjun Ge, Yongqing Kou, Xinrong Chen, He Wang, Chengyan Wang, Wenjia Bai, Shuo Wang
Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge, Medical Image Analysis vol. 109 (2026),
1011.
Paweł Batorski, Malarz Dawid, Marcin Przewięźlikowski, Marcin Mazur, Sławomir K. Tadeja, Przemysław Spurek
Hypernetwork Approach to Rapid NeRF Adaptation, Knowledge-Based Systems vol. 332 (2026), 114861
1010.
Ewa Woźny, Jarosław Hryszko, Adam Roman
Leveraging Large Language Models for Software Defect Detection, Euromicro Conference on Software Engineering and Advanced Applications [SEAA] vol. LNCS 16082 (2026), 125–142
1009.
Adam Roman, Michał Mnich, Jarosław Hryszko
"To Measure Is to Know", but Not in Software Engineering. A Call for Operational Definitions of Code Metrics, Euromicro Conference on Software Engineering and Advanced Applications [SEAA] vol. Lecture Notes in Computer Science (2026), 80-89
1008.
Michał Markiewicz, Szymon Janusz, Ireneusz Brzozowski
Non-uniform spiking touch sensor for classification of movement patterns using neural networks, Expert Systems with Applications vol. 295 (2026), 128866
1007.
Matheus Cheque Bortolan, Piotr Kalita, Jose Valero Cuadra, Martiza Almeida Brito
Maximal attractors for multivalued semiflows, Revista Matematica Complutense vol. 39 (2026), 195-215
1006.
Gábor Benedek, Tibor Krisztin, Robert Szczelina
Stable Periodic Orbits for Delay Differential Equations with Unimodal Feedback, Journal of Dynamics and Differential Equations vol. 38 (2026), 1-35
1005.
Jarosław Flis, Wojciech Słomczyński, Jacek Sokołowski, Dariusz Stolicki, Stanisław Szufa
Skrzywione szranki. Na tropach gerrymanderingu w polskich wyborach do rad gmin w 2014 r., Wydawnictwo Uniwersytetu Jagiellońskiego, 2026

2025

1004.
Jarosław Hryszko, Adam Roman
Quantum machine learning algorithms in software defect prediction for cybersecurity, (2025), "AI and quantum computing in unique synergy for cybersecurity", Wydawnictwo Politechniki Śląskiej
1003.
Ahmet Akman, Anastasia Psarou, Michał Hoffmann, Łukasz Gorczyca, Gora Pawel, Grzegorz Jamróz, Rafał Kucharski, Kowalski Łukasz
URB - Urban Routing Benchmark for RL-equipped Connected Autonomous Vehicles, Advances in Neural Information Processing Systems [NeurIPS](MAIN), (2025),
1002.
Klaudia Bałazy, Julian McAuley, Jacek Tabor
A Deeper Look into the Limitations of Early-Exit Architectures for Single and Multi-label Classification, International Conference on Computational Science [ICCS], (2025), 179–193
1001.
Klaudia Bałazy, Mohammadreza Banaei, Karl Aberer, Jacek Tabor
LoRA-XS: low-rank adaptation with extremely small number of parameters, European Conference on Artificial Intelligence [ECAI], (2025), 3194 - 3201
1000.
Agnieszka Sroka-Oleksiak, Adam Pardyl, Dawid Rymarczyk, Aldona Olechowska-Jarząb, Katarzyna Biegun-Drożdż, Dorota Ochońska, Michał Wronka, Adriana Borowa, Tomasz Gosiewski, Miłosz Adamczyk, Henryk Telega, Bartosz Zieliński, Monika Brzychczy-Włoch
AI-driven rapid identification of bacterial and fungal pathogens in blood smears of septic patients, Computers in Biology and Medicine vol. 199 (2025), 111328
999.
Jakub Zelek, Adam Roman
Diblob: A Python framework for computations on digraphs as software models with focus on effective test case design, SoftwareX vol. 32 (2025), 102452
998.
Daria Boratyn, Wojciech Słomczyński, Dariusz Stolicki, Stanisław Szufa
Spoiler Susceptibility in Party Elections, European Conference on Artificial Intelligence [ECAI] vol. 413 (2025), 3775-3782
997.
Hanna Vasiutina, Olha Shulika, Michał Bujak, Farnoud Ghasemi, Rafał Kucharski
SimFLEX: A methodology for comparative analysis of urban areas for implementing new on-demand feeder bus services, Journal of Public Transportation vol. 27 (2025), 100142
996.
Marcin Sendera, Amin Sorkhei, Tomasz Kuśmierczyk
Revisiting the equivalence of Bayesian neural networks and Gaussian processes: on the importance of learning activations, Conference in Uncertainty in Artificial Intelligence [UAI] vol. UAI '25: Proceedings of the Forty-First Conference on Uncertainty in Artificial Intelligence (2025), 3675 - 3700
995.
Patryk Marszałek, Klaudia Bałazy, Jacek Tabor, Tomasz Kuśmierczyk
Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA, Empirical Methods in Natural Language Processing [EMNLP](MAIN), (2025), 1260-1271
994.
Furman Oleksii, Ulvi Movsum-zada, Patryk Marszałek, Maciej Zięba, Marek Śmieja
DiCoFlex: Model-agnostic diverse counterfactuals with flexible control, Advances in Neural Information Processing Systems [NeurIPS](MAIN), (2025),
993.
Patryk Marszałek, Tomasz Kuśmierczyk, Witold Wydmański, Jacek Tabor, Marek Śmieja
ZEUS: Zero-shot Embeddings for Unsupervised Separation of Tabular Data, Advances in Neural Information Processing Systems [NeurIPS](MAIN), (2025),
992.
Patryk Marszałek, Maciej Rut, Piotr Kawa, Przemysław Spurek, Piotr Syga
As Good as It KAN Get: High-Fidelity Audio Representation, ACM International Conference on Information and Knowledge Management [CIKM], (2025), 2063--2073
991.
Malarz Dawid, Artur Kasymov, Zięba Maciej, Jacek Tabor, Przemysław Spurek
Classifier-Free Guidance with Adaptive Scaling, European Conference on Artificial Intelligence [ECAI] vol. 413 (2025), 435 - 442
990.
Piotr Dziurdzia, Piotr Bratek, Ireneusz Brzozowski, Michał Markiewicz
An Electrothermal Model of a Heatsink-Less Thermoelectric Generator in a Thermalization State, Energies vol. 18 (2025), 5003
989.
Adrito Das, Danyal Khan, Dimitrios Psychogyios, Yitong Zhang, John G. Hanrahan, Francisco Vasconcelos, You Pang, Zhen Chen, Jinlin Wu, Xiaoyang Zou, Guayan Zheng, Abdul Qayyum, Moona Mazher, Imran Razzak, Tianbin Li, Jin Ye, Junjun He, Szymon Płotka, Joanna Kaleta, Amine Yamlahi, Antoine Jund, Patrick Godau, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Dominik Rivoir, Stefanie Speidel, Alejandra Perez, Santiago Rodriguez, Pablo Arbalaez, Danail Stoyanov, Hani Marcus, Sophia Bano
PitVis-2023 challenge: Workflow recognition in videos of endoscopic pituitary surgery, Medical Image Analysis vol. 106 (2025), 103716
988.
Szymon Płotka, Gizem Mert, Maciej Chrabaszcz, Ewa Szczurek, Arkadiusz Sitek
Mamba Goes HoME: Hierarchical Soft Mixture-of-Experts for 3D Medical Image Segmentation, Advances in Neural Information Processing Systems [NeurIPS](MAIN), (2025),
987.
Tomasz Szczepański, Szymon Płotka, Michał Grzeszczyk, Arleta Adamowicz, Piotr Fudalej, Przemyslaw Korzeniowski, Tomasz Trzcinski, Arkadiusz Sitek
GEPAR3D: Geometry Prior-Assisted Learning for 3D Tooth Segmentation, Medical Image Computing and Computer-Assisted Intervention [MICCAI] vol. 15961 (2025), 218–228
986.
Daniel Wilczak, Sergio Serrano, Roberto Barrio
A mechanism for growth of topological entropy, Chaos vol. 35 (2025), 103117
985.
Joanna Waczyńska, Tomasz Szczepanik, Piotr Borycki, Sławomir K. Tadeja, Thomas Bohné, Przemysław Spurek
MiraGe: Editable 2D Images using Gaussian Splatting, International Conference on Machine Learning [ICML] vol. 267 (2025), 61868-61884
984.
Adam Kania, Marko Mihajlovic, Prokudin Sergey, Jacek Tabor, Przemysław Spurek
FreSh: Frequency Shifting for Accelerated Neural Representation Learning, International Conference on Learning Representations [ICLR] vol. 9798331320850 (2025), 1-24
983.
Joanna Kaleta, Weronika Smolak-Dyżewska, Malarz Dawid, Diego Dall’Alba, Przemyslaw Korzeniowski, Przemysław Spurek
PR-ENDO: Physically Based Relightable Gaussian Splatting for Endoscopy, Medical Image Computing and Computer-Assisted Intervention [MICCAI] vol. 15969} (2025), 391 -- 401
982.
Kornel Howil, Joanna Waczyńska, Piotr Borycki, Tadeusz Dziarmaga, Marcin Mazur, Przemysław Spurek
CLIPGaussian: Universal and Multimodal Style Transfer Based on Gaussian Splatting, Advances in Neural Information Processing Systems [NeurIPS](MAIN), (2025),
981.
Adam Kania, Artur Kasymov, Jakub Kościukiewicz, Artur Górak, Marcin Mazur, Maciej Zięba, Przemysław Spurek
HyperNeRFGAN: Camera-Free 3D Scene Generation via Hypernetwork-Driven Neural Radiance Fields, IEEE International Conference on Data Science and Advanced Analytics [DSAA](MAIN) vol. Proceedings of the International Conference on Data Science and Advanced Analytics on Data Science and Advanced Analytics (DSAA) (2025), 1-9
980.
Kamil Książek, Wilhelm Masarczyk, Przemysław Głomb, Michał Romaszewski, Krisztián Buza, Przemysław Sekuła, Michał Cholewa, Katarzyna Kołodziej, Piotr Gorczyca, Magdalena Piegza
Deep learning approach for automatic assessment of schizophrenia and bipolar disorder in patients using R-R intervals, PLoS Computational Biology vol. 21 (2025), 1012983
979.
Ahmet Akman, Anastasia Psarou, Łukasz Gorczyca, Zoltán Varga, Grzegorz Jamróz, Rafał Kucharski
RouteRL: Multi-agent reinforcement learning framework for urban route choice with autonomous vehicles, SoftwareX vol. 31 (2025), 102279
978.
Peyman Ashkrof , Farnoud Ghasemi, Rafał Kucharski, Gonçalo Homem de Almeida Correia, Cats Oded , Bart van Arem
The implications of drivers’ ride acceptance decisions on the operations of ride-sourcing platforms, Transportation Research Part A: Policy and Practice vol. 192 (2025), 104362
977.
Piotr Gaiński, Michał Koziarski, Krzysztof Maziarz, Marvin Segler, Jacek Tabor, Marek Śmieja
Diverse and feasible retrosynthesis using gflownets, Information Sciences vol. 714 (2025), 122184
976.
Marcin Przewięźlikowski, Randal Balestriero, Wojciech Jasiński, Marek Śmieja, Bartosz Zieliński
Beyond [cls]: Exploring the true potential of Masked Image Modeling representations, IEEE International Conference on Computer Vision [ICCV] vol. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2025 (2025), 23442-23452
975.
Magdalena Trędowicz, Marcin Mazur, Szymon Janusz, Arkadiusz Lewicki, Jacek Tabor, Łukasz Struski
PrAViC: Probabilistic Adaptation Framework for Real-Time Video Classification, European Conference on Artificial Intelligence [ECAI](MAIN) vol. 413: ECAI 2025 (2025), 411-418
974.
Maciej Brzeski, Adam Roman
Inferring Missing Data Lineage Links from Schema Metadata Using Transformer-Based Models, International Conference on Very Large Databases [VLDB](MAIN), (2025), accepted
973.
Kamil Książek, Przemysław Spurek
HyperMask: Adaptive hypernetwork-based masks for continual learning, Neural Networks vol. 191 (2025), 107736
972.
Michał Markiewicz, Henryk Telega, Jarosław Duda, Aleksandra Dujović, Marek Skomorowski, Josef Pieprzyk, Tadeusz Stasiak
Energy consumption reduction of indoor temperature measurements with asymmetric numeral system compression, Energy and Buildings vol. 346 (2025), 116160
971.
Maciej Capiński, Bernd Krauskopf, Hinke M. Osinga, Piotr Zgliczyński
Characterising blenders via covering relations and cone conditions, Journal of Differential Equations vol. 416 (2025), 768-805
970.
Amadeu Delshams, Piotr Zgliczyński
Polynomial normal forms for ODEs near a center-saddle equilibrium point, Journal of Differential Equations vol. 436 (2025), 113268
969.
Anna Gierzkiewicz-Pieniążek, Rodrigo G Schaefer, Piotr Zgliczyński
No Infinite Spin for Partial Collisions Converging to Isolated Central Configurations on the Plane, Communications in Mathematical Physics vol. 7 (2025), 158
968.
Artur Polański
Isometric models for groups with a bi-invariant metric, Studia Mathematica vol. 283 (2025), 43-65
967.
Łukasz Struski, Michał B. Bednarczyk, Igor Podolak, Jacek Tabor
LapSum - One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection, International Conference on Machine Learning [ICML], (2025),
966.
Łukasz Struski, Tomasz Urbańczyk, Krzysztof Bucki, Bartłomiej Cupiał, Aneta Kaczyńska, Przemysław Spurek, Jacek Tabor
MeVGAN: GAN-based plugin model for video generation with applications in colonoscopy, PLoS One vol. 20 (2025), 0312038
965.
Patryk Krukowski, Anna Bielawska, Kamil Książek, Paweł Wawrzynski , Paweł Batorski, Przemysław Spurek
HINT: Hypernetwork Approach to Training Weight Interval Regions in Continual Learning, Information Sciences vol. 717 (2025), 122261
964.
Marcin Sendera, Łukasz Struski, Kamil Książek, Kryspin Musiol, Jacek Tabor, Dawid Rymarczyk
SEMU: Singular Value Decomposition for Efficient Machine Unlearning, International Conference on Machine Learning [ICML] vol. 267 Proceedings of Machine Learning (2025), 53843-53866
963.
Olha Shulika, Rafał Kucharski
Can We Start Sharing Our Rides Again? The Post-Pandemic Ride-Pooling Market, Transport and Telecommunication Journal vol. 26 (2025), 194-207
962.
Piotr Borycki, Kubacki Piotr, Marcin Przewięźlikowski, Jacek Tabor, Przemysław Spurek, Tomasz Kuśmierczyk
Hypernetwork Approach to Bayesian MAML (Student Abstract), National Conference of the American Association for Artificial Intelligence [AAAI] vol. 39 (2025), 29325-29327
961.
Bartosz Wójcik, Alessio Devoto, Karol Pustelnik, Pasquale Minervini, Simone Scardapane
Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference, National Conference of the American Association for Artificial Intelligence [AAAI](MAIN) vol. 39 (2025), 21510-21518
960.
Mateusz Poleski, Jacek Tabor, Przemysław Spurek
GeoGuide: Geometric Guidance of Diffusion Models, IEEE Workshop on Applications of Computer Vision [WACV](MAIN) vol. 1 (2025), 297-305
959.
Krzysztof Byrski, Jacek Tabor, Przemysław Spurek, Marcin Mazur
CEC-MMR: Cross-Entropy Clustering Approach to Multi-Modal Regression, IEEE International Joint Conference on Neural Networks [IJCNN](MAIN), (2025), 1-7
958.
Artur Polański, Adam Roman, Jakub Zelek
Optimal solutions for variants of graph coverage-related problems in software test design, Expert Systems with Applications vol. 277 (2025), 127216
957.
Dominik Zimny, Artur Kasymov, Adam Kania, Jacek Tabor, Maciej Zięba, Marcin Mazur, Przemysław Spurek
MultiPlaneNeRF: Neural Radiance Field with Non-Trainable Representation, Expert Systems with Applications vol. 279 (2025), 127350
956.
Grzegorz Jamróz, Ahmet Akman, Anastasia Psarou, Zoltán Varga, Rafał Kucharski
Social implications of coexistence of CAVs and human drivers in the context of route choice, Scientific Reports vol. 15 (2025), 6768
955.
Anna Gierzkiewicz-Pieniążek, Robert Szczelina
Sharkovskii theorem for infinite dimensional dynamical systems, Communications in Nonlinear Science and Numerical Simulation vol. 146 (2025), 108770
954.
Jarosław Duda, Josef Pieprzyk, Marcin Pawłowski, Morawiecki Paweł, Arash Mahboubi, Seyit Camtepe
Pseudorandom bit generation with asymmetric numeral systems, International Journal of Information Security vol. 24 (2025), 82
953.
Farnoud Ghasemi, Rafał Kucharski
MoMaS: Two-sided Mobility Market Simulation Framework for Modeling Platform Growth Trajectories, Transportation Research, Part C: Emerging Technologies vol. 171 (2025), 104990
952.
Michał Lipiński, Konstantin Mischaikow, Marian Mrozek
Morse predecomposition of an invariant set, Qualitative Theory of Dynamical Systems vol. 24 (2025), 5
951.
Jonathan Ariel Barmak, Marian Mrozek, Thomas Wanner
Conley index for multivalued maps on finite topological spaces, Foundations of Computational Mathematics (2025), online first
950.
Witold Wydmański, Ulvi Movsum-zada, Jacek Tabor, Marek Śmieja
VisTabNet: Adapting Vision Transformers for Tabular Data, SIAM International Conference on Data Mining [SDM], (2025), 497-506
949.
Artur Kasymov, Bartosz Czekaj, Marcin Mazur, Jacek Tabor, Przemysław Spurek
NegGS: Negative Gaussian Splatting, Information Sciences vol. 702 (2025), 121912
948.
Matheus Cheque Bortolan, Piotr Kalita, Jose A. Langa, Rafael de Oliveira Moura
A theoretical and computational study of heteroclinic cycles in Lotka-Volterra systems, Journal of Mathematical Biology vol. 90 (2025), 28
947.
Mateusz Pach, Koryna Lewandowska, Jacek Tabor, Bartosz Zieliński, Dawid Rymarczyk
LucidPPN: Unambiguous Prototypical Parts Network for User-centric Interpretable Computer Vision, International Conference on Learning Representations [ICLR](MAIN) vol. ICLR 2025 200 pkt (2025), 1-97
946.
Tadeusz Dziarmaga, Tomasz Arczewski, Marcin Mazur, Maciej Wołczyk
On-Policy Algorithms for Continual Reinforcement Learning (Student Abstract), National Conference of the American Association for Artificial Intelligence [AAAI] vol. 39(28) (2025), 29359-29361
945.
Matthias Hamburg, Adam Roman
Black-box Testing for Practitioners – a Case of the New ISTQB Test Analyst Syllabus, International Conference on Software Testing, Verification and Validation [ICST](MAIN), (2025), 634-645
944.
Lucjan Stapp, Adam Roman, Michael Pilaeten, Werner Henschelchen, Stephan Goericke
ISTQB Certified Tester Foundation Level. Ein Handbuch zum Selbststudium und zur Prüfungsvorbereitung, Springer Verlag (połaczony z Kluwer Academic Publishing), 2025
943.
Malarz Dawid, Weronika Smolak-Dyżewska, Jacek Tabor, Sławomir K. Tadeja, Przemysław Spurek
Gaussian Splatting with NeRF-based color and opacity, Computer Vision and Image Understanding vol. 251 (2025), 104237
942.
Jakub Czwórnóg, Daniel Wilczak
Continuation and bifurcations of periodic orbits and symbolic dynamics in the Swift-Hohenberg equation, Communications in Nonlinear Science and Numerical Simulation vol. 142 (2025), 108569
941.
Bartosz Zieliński, Marcin Osial, Daniel Marczak
Parameter-Efficient Interventions for Enhanced Model Merging, SIAM International Conference on Data Mining [SDM], (2025), 516-526
940.
Joanna Waczyńska, Piotr Borycki, Sławomir K. Tadeja, Joanna Kaleta, Przemysław Spurek
D-MiSo: Editing Dynamic 3D Scenes using Multi-Gaussians Soup, Advances in Neural Information Processing Systems [NeurIPS] vol. 37 (2025), 107865--107889
939.
Jacek Kubica, Piotr Zgliczyński, Piotr Kalita
The pitchfork bifurcation and heteroclinic connections in the Kuramoto–Sivashinsky PDE, Journal of Computational Dynamics vol. 12 (2025), 325-392
938.
Rafał Kucharski, Michał Bujak
Ride-pooling service assessment with heterogeneous travellers in non- deterministic setting, Transportation (2025),
937.
Arkadiusz Drabicki, Cats Oded , Rafał Kucharski
Has the COVID-19 pandemic affected travellers’ willingness to wait with real-time crowding information?, Travel Behaviour and Society vol. 38 (2025), 100895
936.
Bartosz Zieliński, Adam Pardyl, Grzegorz Kurzejamski, Jan Olszewski, Tomasz Trzciński
Beyond Grids: Exploring Elastic Input Sampling for Vision Transformers, IEEE Workshop on Applications of Computer Vision [WACV](MAIN), (2025), 8536-8545
935.
Ruben Caballero Toro, Piotr Kalita, Jose Valero Cuadra
On $L^{\infty}$-estimates and the structure of the global attractor for weak solutions of reaction-diffusion equations, Communications on Pure and Applied Analysis vol. 24 (2025), 365-388
934.
Bartosz Zieliński, Jan Olszewski, Dawid Rymarczyk, Piotr Wójcik, Mateusz Pach
TORE: Token Recycling in Vision Transformers for Efficient Active Visual Exploration, IEEE Workshop on Applications of Computer Vision [WACV](MAIN), (2025), 8606-8616
933.
Bartosz Zieliński, Adam Pardyl, Michał Wronka, Maciej Wołczyk, Kamil Adamczewski, Tomasz Trzciński
AdaGlimpse: Active Visual Exploration with Arbitrary Glimpse Position and Scale, European Conference on Computer Vision [ECCV], (2025), 112-129
932.
Juan Garcia-Fuentes, Piotr Kalita, Jose A. Langa, Antonio Suarez
Forwards attractors for non-autonomous Lotka-Volterra cooperative systems: a detailed geometrical description, Discrete and Continuous Dynamical Systems - Series B vol. 30 (2025), 189-221
931.
Mateusz Przybylski, Marian Mrozek, Jim Wiseman
The Szymczak Functor and Shift Equivalence on the Category of Finite Sets and Finite Relations, Journal of Dynamics and Differential Equations vol. 37 (2025), 1835-1870

2024

930.
Grzegorz Bryda, Damian Sadowski
From Words to Themes: AI-Powered Qualitative Data Coding and Analysis vol. 1061 (2024), "Computer Supported Qualitative Research (WCQR 2024)", Springer
929.
Marcin Sendera, Amin Sorkhei, Tomasz Kuśmierczyk
Hi-fi functional priors by learning activations, Neurips Workshop On Bayesian Decision-making and Uncertainty 2024 (2024),
928.
Farnoud Ghasemi, Seyed Hassan Tabatabaei, Saeedeh Ghanadbashi, Rafał Kucharski, Fatemeh Golpayegani
Reinforcement Learning Approach for Improving Platform Performance in Two-Sided Mobility Markets, 2024 Ieee 27th International Conference On Intelligent Transportation Systems (itsc) (2024), 3453-3458
927.
Jordi-Lluis Figueras, Warwick Tucker, Piotr Zgliczyński
The Number of Relative Equilibria in the PCR4BP, Journal of Dynamics and Differential Equations vol. 36 (2024), 2827-2877
926.
Siddarth Venkatraman, Moksh Jain, Luca Scimeca, Minsu Kim, Marcin Sendera, Mohsin Hasan, Luke Rowe, Sarthak Mittal, Pablo Lemos, Bengio Emmanuel, Alexandre Adam, Jarrid Rector-Brooks, Yoshua Bengio, Glen Berseth, Nikolay Malkin
Amortizing intractable inference in diffusion models for vision, language, and control, Advances in Neural Information Processing Systems [NeurIPS] vol. 37 (2024), 1-35
925.
Marcin Sendera, Minsu Kim, Sarthak Mittal, Pablo Lemos, Luca Scimeca, Jarrid Rector-Brooks, Alexandre Adam, Yoshua Bengio, Nikolay Malkin
Improved off-policy training of diffusion samplers, Advances in Neural Information Processing Systems [NeurIPS] vol. 37 (2024), 81016-81045
924.
Tara Akhound-Sadegh, Jarrid Rector-Brooks, Avishek Joey Bose, Sarthak Mittal, Pablo Lemos, Cheng-Hao Liu, Marcin Sendera, Siamak Ravanbakhsh, Gauthier Gidel, Yoshua Bengio, Nikolay Malkin, Alexander Tong
Iterated denoising energy matching for sampling from boltzmann densities, International Conference on Machine Learning [ICML] vol. Proceedings of Machine Learning Research (2024), 760-786
923.
Izzy Newsham, Marcin Sendera, Sri Ganesh Jammula, Shamith A Samarajiwa
Early detection and diagnosis of cancer with interpretable machine learning to uncover cancer-specific DNA methylation patterns, vol. 9 (2024), 1-18
922.
Filip Szatkowski, Bartosz Wójcik, Mikołaj Piórczyński, Simone Scardapane
Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion, Advances in Neural Information Processing Systems [NeurIPS](MAIN) vol. 37 (2024), 43245-43273
921.
Bartosz Zieliński, Tomasz Trzciński, Bartłomiej Twardowski, Kamil Adamczewski, Bartosz Wójcik
Zero-Waste Machine Learning, European Conference on Artificial Intelligence [ECAI](MAIN) vol. 392 (2024), 43-49
920.
Aleksandra Nowak, Łukasz Gniecki, Filip Szatkowski, Jacek Tabor
Sparser, Better, Deeper, Stronger: Improving Static Sparse Training with Exact Orthogonal Initialization, International Conference on Machine Learning [ICML] vol. Proceedings of Machine Learning Research, Volume 235 (2024), 38474--38494
919.
Eric Goubault, Marian Mrozek, Martin Raussen
Geometric and topological methods in computer science (11th GETCO conference, 2022), Journal of Applied and Computational Topology vol. 8 (2024), 857–-858
918.
Tamal Dey, Michał Lipiński, Marian Mrozek, Ryan Slechta
Computing Connection Matrices via Persistence-like Reductions, SIAM Journal on Applied Dynamical Systems vol. 23 (2024), 81--97
917.
Paweł Dłotko, Michał Lipiński, J Signerska-Rynkowska
Testing Topological Conjugacy of Time Series, SIAM Journal on Applied Dynamical Systems vol. 23 (2024), 2939-2982
916.
Wojciech Słomczyński, Dariusz Stolicki, Stanisław Szufa
Nonparametric Detection of Gerrymandering in Multiparty Plurality Elections, International Joint Conference on Artificial Intelligence [IJCAI], (2024), 2967-2975
915.
Farnoud Ghasemi, Rafał Kucharski
Modelling the Rise and Fall of Two-sided Markets, International Joint Conference on Autonomous Agents and Multiagent Systems [AAMAS](MAIN), (2024), 679-687
914.
Rafał Kucharski, Cats Oded
Hyper pooling private trips into high occupancy transit like attractive shared rides, vol. 1 (2024), 6
913.
Krzysztof Misztal, Ewelina Złotkowska, Anna Wlazło, Małgorzata Kiełkiewicz, Paulina Dziosa, Krzysztof Soja, Anna Barczak-Brzyżek, Marcin Filipecki
Automated imaging coupled with AI-powered analysis accelerates the assessment of plant resistance to Tetranychus urticae, Scientific Reports vol. 14 (2024), 8020
912.
Adam Roman, Jarosław Hryszko, Rafał Brożek
Enhancing Software Defect Prediction: Exploring the Predictive Power of Two Data Flow Metrics vol. Communications in Computer and Information Science, vol 2028 (2024), "Evaluation of Novel Approaches to Software Engineering. ENASE 2023", Springer
911.
Bartosz Zieliński, Marcin Przewięźlikowski, Mateusz Pyla, Bartłomiej Twardowski, Jacek Tabor, Marek Śmieja
Augmentation-aware self-supervised learning with conditioned projector, Knowledge-Based Systems vol. 305 (2024), 112572
910.
Zięba Maciej , Marcin Przewięźlikowski, Marek Śmieja, Jacek Tabor, Tomasz Trzciński, Przemysław Spurek
RegFlow: Probabilistic Flow-Based Regression for Future Prediction, Asian Conference on Intelligent Information and Database Systems [ACIIDS], (2024), 267–279
909.
Andrzej Bedychaj, Jacek Tabor, Marek Śmieja
StyleAutoEncoder for manipulating image attributes using pre-trained StyleGAN, Pacific-Asia Conference on Knowledge Discovery and Data Mining [PAKDD], (2024), 118-130
908.
Ethan Akin, Marian Mrozek, Mateusz Przybylski, Jim Wiseman
A complete invariant for shift equivalence for Boolean matrices and finite relations, Topology and its Applications vol. 357 (2024), 109075
907.
Amadeu Delshams, Albert Granados, Rodrigo Gonçalves Schaefer
Arnold diffusion for an a priori unstable Hamiltonian system with 3 + 1/2 degrees of freedom, Chaos vol. 34 (2024), 063118
906.
Zbigniew Hajto, Rouzbeh Mohseni
Tame topology and non-integrability of dynamical systems vol. 128, Banach Center Publications (2024), "GKLW-Workshop in Singularity Theory in memory of Stanisław Łojasiewicz", Instytut Matematyczny Polskiej Akademii Nauk
905.
Jarosław Duda, Arash Mahboubi, Seyit Camtepe, Keyvan Ansari, Marcin Pawłowski, Morawiecki Paweł, Józef Pieprzyk
File System Shield (FSS): A Pass-Through Strategy Against Unwanted Encryption in Network File Systems, International Workshop on Security [IWSEC] vol. 14977 (Lecture Notes in Computer Science) (2024), 213-233
904.
Jordy Van Landeghem, Ruben Tito, Łukasz Borchmann, Michał Pietruszka, Jurkiewicz Dawid, Powalski Rafał , Paweł Józiak, Sanket Biswas, Mickael Coustaty, Tomasz Stanisławek
ICDAR 2023 competition on document understanding of everything (DUDE), IEEE International Conference on Document Analysis and Recognition [ICDAR], (2024),
903.
Michał Pietruszka, Michał Turski, Łukasz Borchmann, Tomasz Dwojak, Pałka Gabriela, Karolina Szyndler, Jurkiewicz Dawid, Łukasz Garncarek
STable: Table Generation Framework for Encoder-Decoder Models, European Association of Computational Linguistics [EACL](MAIN), (2024), 2454–2472
902.
Jarosław Duda, Arash Mahboubi, Józef Pieprzyk, Seyit Camtepe, Keyvan Ansari, Morawiecki Paweł, Hamed Aboutorab
Shared file protection against unauthorised encryption using a Buffer-Based Signature Verification Method, Journal of Information Security and Applications vol. 86 (2024), 103873
901.
Michał Markiewicz, Ireneusz Brzozowski, Szymon Janusz
Spiking Neural Network Pressure Sensor, Neural Computation vol. Volume 36, Issue 11 (2024), 2299–2321
900.
Jakub Ruszil
Careful Synchronization of One-Cluster Automata, Developments in Language Theory [DLT], (2024), 252-265
899.
Bartosz Zieliński, Szymon Opłatek, Dawid Rymarczyk
Revisiting FunnyBirds Evaluation Framework for Prototypical Parts Networks, Communications in Computer and Information Science vol. 2153 (2024), 57-68
898.
Marcin Przewięźlikowski, Przemysław Przybysz, Zięba Maciej , Jacek Tabor, Przemysław Spurek
HyperMAML: Few-shot adaptation of deep models with hypernetworks, Neurocomputing vol. 598 (2024), 128-179
897.
Dominik Zimny, Joanna Waczyńska, Tomasz Trzciński, Przemysław Spurek
Points2NeRF: Generating Neural Radiance Fields from 3D point cloud, Pattern Recognition Letters vol. 185 (2024), 8-14
896.
Wojciech Zając, Joanna Waczyńska, Piotr Borycki, Jacek Tabor, Zięba Maciej , Przemysław Spurek
NeRFlame: Flame-Based Conditioning of NeRF for 3D Face Rendering, International Conference on Computational Science [ICCS](MAIN) vol. 14832 (2024), 346--361
895.
Bartosz Zieliński, Tomasz Michalski, Dawid Rymarczyk, Daniel Barczyk
ProtoNCD: Prototypical Parts for Interpretable Novel Class Discovery, European Symposium on Artificial Neural Networks [ESANN], (2024), 273-278
894.
Bartosz Zieliński, Marcin Przewięźlikowski, Marcin Osial, Marek Śmieja
A deep cut into Split Federated Self-Supervised Learning, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database [ECML PKDD](MAIN), (2024), 444-459
893.
Tomasz Wojnar, Jarosław Hryszko, Adam Roman
Mi-Go: tool which uses YouTube as data source for evaluating general-purpose speech recognition machine learning models , EURASIP Journal on Audio Speech and Music Processing vol. 2024 (2024), 1-17
892.
Piotr Zgliczyński, Robert Szczelina
High-Order Lohner-Type Algorithm for Rigorous Computation of Poincaré Maps in Systems of Delay Differential Equations with Several Delays, Foundations of Computational Mathematics vol. 24 (2024), 1389-1454
891.
Ewelina Jamrozik, Sabina Podlewska, Marek Śmieja
ADMET-PrInt: Evaluation of ADMET Properties: Prediction and Interpretation, Journal of Chemical Information and Modeling vol. 64 (2024), 1425–1432
890.
Magdalena Proszewska, Maciej Wołczyk, Zięba Maciej , Patryk Wielopolski, Łukasz Maziarka, Marek Śmieja
Multi-Label Conditional Generation from Pre-trained Models, IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 46 (2024), 6185-6198
889.
Jarosław Duda, Gopal Bhatta
Predicting conditional probability distributions of redshifts of Active Galactic Nuclei using Hierarchical Correlation Reconstruction, Monthly Notices of the Royal Astronomical Society vol. Volume 530, Issue 2 (2024), 2282–2291
888.
Przemysław Spurek, Sebastian Winczowski, Zięba Maciej , Tomasz Trzcinski, Kacper Kania, Marcin Mazur
Modeling 3D Surfaces with a Locally Conditioned Atlas, International Conference on Computational Science [ICCS](MAIN) vol. 14833 (2024), 100-115
887.
Olha Shulika, Michał Bujak, Farnoud Ghasemi, Rafał Kucharski
Spatiotemporal variability of ride-pooling potential–Half a year New York City experiment, Journal of Transport Geography vol. 114 (2024), 1-12
886.
Michał Markiewicz, Piotr Dziurdzia, Thomas Skotnicki
Randomly moving thermoelectric energy harvester for wearables and industrial Internet of Things, Nano Energy vol. 126 (2024), 109565
885.
Pablo Almaraz, Piotr Kalita, Jose A. Langa, Fernando Soler-Toscano
Structural stability of invasion graphs for Lotka-Volterra systems, Journal of Mathematical Biology vol. 88 (2024), article number 64
884.
Juan Garcia-Fuentes, Piotr Kalita, Jose A. Langa
Forwards attractor structures in a planar cooperative non-autonomous Lotka-Volterra system, Qualitative Theory of Dynamical Systems vol. 23 (2024), article number 163
883.
Przemysław Spurek, Krzysztof Byrski, Jacek Tabor
Gaussian model for closed curves, Expert Systems with Applications vol. 249 part B (2024), 123615
882.
Bogdan Batko, Marcio Gameiro, Ying Hung, William Kalies, K. Mischaikow, Ewerton Vieira
Identifying Nonlinear Dynamics with High Confidence from Sparse Data, SIAM Journal on Applied Dynamical Systems vol. 23 (2024), 383-409
881.
Adam Roman, Lucjan Stapp, Michael Pilaeten
Certyfikowany tester ISTQB® Poziom podstawowy. Podręcznik do samodzielnej nauki na podstawie sylabusa w wersji 4.0, Helion, 2024
880.
Bartosz Zieliński, Adriana Borowa, Dawid Rymarczyk, Marek Żyła, Marek Kańduła, Ana Sánchez-Fernández, Krzysztof Rataj, Łukasz Struski, Jacek Tabor
Decoding Phenotypic Screening: A Comparative Analysis of Image Representations, Computational and Structural Biotechnology Journal vol. 23 (2024), 1181-1188
879.
Matheus Cheque Bortolan, Juliana Fernandes, Juan Garcia-Fuentes, Piotr Kalita
On maximal attractors for dynamical systems. Application to a semilinear parabolic problem with controlled growth, Journal of Evolution Equations vol. 24 (2024), Article number 38
878.
Łukasz Struski, Paweł Morkisz, Przemysław Spurek, Samuel Rodriguez Bernabeu, Tomasz Trzciński
Efficient GPU implementation of randomized SVD and its applications, Expert Systems with Applications vol. 248 (2024), 123462
877.
Jarosław Duda, Jacek Leśkow, Paweł Pawlik, Witold Cioch
CMAFI - Copula-based Multifeature Autocorrelation Fault Identification of rolling bearing, Mechanical Systems and Signal Processing vol. 211 (2024), 22
876.
Jakub Banaśkiewicz, Piotr Kalita, Piotr Zgliczyński
Computer-assisted validation of the existence of periodic orbit in the Brusselator system, Advances in Differential Equations vol. 29 (2024), 815-862
875.
Piotr Kalita, Everaldo de Mello Bonotto
Long-time behavior for impulsive generalized semiflows, Nonlinear Analysis-Hybrid Systems vol. 51 (2024), 101432
874.
Michał Zając, Tinne Tuytelaars, Gido van de Ven
Prediction Error-based Classification for Class-Incremental Learning, International Conference on Learning Representations [ICLR], (2024),
873.
Bartosz Zieliński, Grzegorz Rypeść, Valeriya Khan, Tomasz Trzcinski, Bartłomiej Twardowski, Sebastian Cygert
Divide and not forget: Ensemble of selectively trained experts in Continual Learning, International Conference on Learning Representations [ICLR](MAIN), (2024),
872.
Piotr Dziurdzia, Piotr Bratek, Michał Markiewicz
An Efficient Electrothermal Model of a Thermoelectric Converter for a Thermal Energy Harvesting Process Simulation and Electronic Circuits Powering, Energies vol. 17(1) (2024), 204
871.
Łukasz Struski, Szymon Janusz, Jacek Tabor, Michał Markiewicz, Arkadiusz Lewicki
Multiple instance learning for medical image classification based on instance importance, Biomedical Signal Processing and Control vol. 91 (2024), 105874
870.
Bartosz Zieliński, Mikołaj Sacha, Bartosz Jura, Dawid Rymarczyk, Łukasz Struski, Jacek Tabor
Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations, National Conference of the American Association for Artificial Intelligence [AAAI](MAIN) vol. 38 (19) (2024), 21563 - 21573
869.
Adrian Suwała, Bartosz Wójcik, Magdalena Proszewska, Jacek Tabor, Przemysław Spurek, Marek Śmieja
Face Identity-Aware Disentanglement in StyleGAN, IEEE Workshop on Applications of Computer Vision [WACV], (2024), 5222-5231
868.
Magdalena Proszewska, Marcin Mazur, Tomasz Trzcinski, Przemysław Spurek
HyperCube: Implicit Field Representations of Voxelized 3D Models (Student Abstract), National Conference of the American Association for Artificial Intelligence [AAAI] vol. 38 (2024), 23623-23625
867.
Adam Roman, Lucjan Stapp, Michael Pilaeten
ISTQB Certified Tester Foundation Level. A Self-Study Guide Syllabus v4.0, Springer Verlag (połaczony z Kluwer Academic Publishing), 2024
866.
Donald Woukeng Feudjio, Damian Sadowski, Michał Lipiński, Tomasz Kapela, Jakub Leśkiewicz
Rigorous computation in dynamics based on topological methods for multivector fields, Journal of Applied and Computational Topology vol. 8 (2024), 875–908
865.
Bartosz Zieliński, Dawid Rymarczyk, Weiwei Schultz, Adriana Borowa, Joshua Friedman, Tomasz Danel, Patrick Branigan, Michał Chałupczak, Anna Bracha, Tomasz Krawiec, Michał Warchoł, Katherine Li, Gert De Hertogh, Louis R. Ghanem, Aleksandar Stojmirovic
Deep learning models capture histological disease activity in Crohn’s Disease and Ulcerative Colitis with high fidelity, Journal of Crohns & Colitis vol. 18 (4) (2024), 604–614
864.
Adam Roman, Jakub Gomułka
Tractatus 6 Reconsidered: An Algorithmic Alternative to Wittgenstein’s Trade-off, History and Philosophy of Logic vol. 45,3 (2024), 323-340
863.
Łukasz Struski, Michał Sadowski, Tomasz Danel, Jacek Tabor, Igor Podolak
Feature-Based Interpolation and Geodesics in the Latent Spaces of Generative Models, IEEE Transactions on Neural Networks and Learning Systems vol. 35/9 (2024), 12068 - 12082
862.
Jarosław Duda, Sabina Podlewska
Prediction of probability distributions of molecular properties: towards more efficient virtual screening and better understanding of compound representations, Molecular Diversity vol. 28 (2024), 437–448
861.
Jakub Banaśkiewicz, Alexandre Nolasco de Carvalho, Juan Garcia-Fuentes, Piotr Kalita
Autonomous and non-autonomous unbounded attractors in evolutionary problems, Journal of Dynamics and Differential Equations vol. 36 (2024), 3481-3534
860.
Rafał Kucharski, Cats Oded , Jaime Soza-Parra
The shareability potential of ride-pooling under alternative spatial demand patterns, Transportmetrica A-Transport Science vol. 20,2 (2024), 2140022

2023

859.
Emily K. de Jong, Clare Singer, Sajjad Azimi, Piotr Bartman-Szwarc, Oleksii Bulenok, Kacper Derlatka, Isabella Dula, Anna Jaruga, J. Ben Mackay, Ryan X. Ward, Sylwester Arabas
New developments in PySDM and PySDM-examples v2: collisional breakup, immersion freezing, dry aerosol initialization, and adaptive time-stepping, Journal of Open Source Software vol. 8(84) (2023), 4968
858.
Jordy Van Landeghem, Ruben Tito, Łukasz Borchmann, Michał Pietruszka, Paweł Józiak, Powalski Rafał , Jurkiewicz Dawid, Mickael Coustaty, Bertrand Ackaert, Ernest Valveny, Matthew Blaschko, Sien Moens, Tomasz Stanisławek
Document Understanding Dataset and Evaluation (DUDE), IEEE International Conference on Computer Vision [ICCV](MAIN), (2023), 19528-19540
857.
Rafał Kucharski, Arkadiusz Drabicki, Cats Oded , Szarata Andrzej
Should I stay or should I board? Willingness to wait with real-time crowding information in urban public transport, Research in Transportation Business and Management vol. 47 (2023), 100963
856.
Michał Bujak, Rafał Kucharski
Network structures of urban ride-pooling problems and their properties, Social Network Analysis and Mining vol. 13 (1) 89 (2023), 1-13
855.
Aleksandra Nowak, Bram Grooten, Decebal Constantin Mocanu , Jacek Tabor
Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training, Advances in Neural Information Processing Systems [NeurIPS](MAIN) vol. Advances in Neural Information Processing Systems 36 (NeurIPS 2023) (2023), 55160--55192
854.
Jarosław Duda, Marcin Niemiec
Lightweight Compression with Encryption Based on Asymmetric Numeral Systems, International Journal of Applied Mathematics and Computer Science vol. 33(1) (2023), 45-55
853.
Jarosław Duda, Józef Pieprzyk, Marcin Pawłowski, Seyit Camtepe, Morawiecki Paweł, Arash Mahboubi
The Compression Optimality of Asymmetric Numeral Systems, Entropy vol. 25(4) (2023), art 25
852.
Mateusz Olko, Michał Zając, Aleksandra Nowak, Nino Scherrer, Yashas Annadani, Stefan Bauer, Łukasz Kuciński, Piotr Miłoś
Trust Your ∇: Gradient-based Intervention Targeting for Causal Discovery, Advances in Neural Information Processing Systems [NeurIPS](MAIN) vol. Advances in Neural Information Processing Systems 36 (NeurIPS 2023) (2023), 50617--50647
851.
Maciej Brzeski, Adam Roman
Measuring Similarity Between ETL ProcessesUsing Graph Edit Distance, Schedae Informaticae vol. 32 (2023), 9-25
850.
Witold Wydmański, Oleksii Bulenok, Marek Śmieja
HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets, IEEE International Conference on Data Science and Advanced Analytics [DSAA], (2023), 1-9
849.
Tobiasz Ciepliński, Tomasz Danel, Sabina Podlewska, Stanisław Jastrzębski
Generative Models Should at Least Be Able to Design Molecules That Dock Well: A New Benchmark, Journal of Chemical Information and Modeling vol. 63 (2023), 3238-3247
848.
Agnieszka Wojtuch, Tomasz Danel, Sabina Podlewska, Łukasz Maziarka
Extended study on atomic featurization in graph neural networks for molecular property prediction, Journal of Cheminformatics (2023),
847.
Bartosz Wójcik, Marcin Przewięźlikowski, Filip Szatkowski, Maciej Wołczyk, Klaudia Bałazy, Bartłomiej Krzepkowski, Igor Podolak, Jacek Tabor, Marek Śmieja, Tomasz Trzciński
Zero time waste in pre-trained early exit neural networks, Neural Networks vol. 168 (2023), 580-601
846.
Jakub Ruszil
Synchronizing Automata with Coinciding Cycles, Developments in Language Theory [DLT], (2023), 208-218
845.
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 (2023), 631-646
844.
Alesander Skała, Jakub Grela, Dominik Latoń, Katarzyna Bańczyk, Michał Markiewicz, Andrzej Ożadowicz
Implementation of a Building Thermal Model to Improve Energy Efficiency of the Central Heating System - A Case Study , Energies vol. 16 (2023), 6830
843.
Jerzy Martyna
Adaptive Beamforming in mm-Wave 5G Networks, Przegląd Telekomunikacyjny + Wiadomości Telekomunikacyjne vol. XCII, No. 4 (2023), 382 - 386
842.
Adam Roman, Michał Mnich, Jarosław Hryszko
Empirical Verification of TQED - A New Test Design Heuristic Technique, International Conference on Testing Software and Systems [ICTSS] vol. 14131, Lecture Notes in Computer Science (2023), 1-17
841.
Michał Markiewicz, Aleksander Skała, Jakub Grela, Szymon Janusz, Tadeusz Stasiak, Dominik Latoń, Andrzej Bielecki, Katarzyna Bańczyk
The Architecture for Testing Central Heating Control Algorithms with Feedback from Wireless Temperature Sensors , Energies vol. 16, Special Issue: Performance Evaluation, Thermal Comfort and Energy Efficiency in Buildings (2023), 5584
840.
Łukasz Struski, Adam Pardyl, Jacek Tabor, Bartosz Zieliński
ProPML: Probability Partial Multi-label Learning, IEEE International Conference on Data Science and Advanced Analytics [DSAA], (2023), 1-8
839.
Bartosz Zieliński, Łukasz Struski, Dawid Rymarczyk, Arkadiusz Lewicki, Robert Sabiniewicz, Jacek Tabor
ProMIL: Probabilistic Multiple Instance Learning for Medical Imaging, European Conference on Artificial Intelligence [ECAI] vol. 372 (2023), 2210 - 2217
838.
Bartosz Zieliński, Adam Pardyl, Dawid Rymarczyk, Joanna Jaworek-Korjakowska, Dariusz Kucharski, Andrzej Brodzicki, Julia Lasek, Zofia Schneider, Iwona Kucybała, Andrzej Urbanik, Rafał Obuchowicz, Zbisław Tabor
CompLung: Comprehensive Computer-Aided Diagnosis of Lung Cancer, European Conference on Artificial Intelligence [ECAI] vol. 372 (2023), 1835 - 1842
837.
Bartosz Zieliński, Dawid Rymarczyk, Joost van de Weijer , Bartłomiej Twardowski
ICICLE: Interpretable Class Incremental Continual Learning, IEEE International Conference on Computer Vision [ICCV](MAIN) vol. 2023 (2023), 1887-1898
836.
Klaudia Bałazy, Łukasz Struski, Marek Śmieja, Jacek Tabor
r-softmax: Generalized Softmax with Controllable Sparsity Rate, International Conference on Computational Science [ICCS] vol. Lecture Notes in Computer Science, vol 14074. Springer, Cham (2023), 137-145
835.
Mohammadreza Banaei, Klaudia Bałazy, Artur Kasymov, Rémi Lebret, Jacek Tabor, Karl Aberer
Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models, European Association of Computational Linguistics [EACL] vol. Findings of the Association for Computational Linguistics: EACL 2023 (2023), 1788–1805
834.
Piotr Gaiński, Klaudia Bałazy
Step by Step Loss Goes Very Far: Multi-Step Quantization for Adversarial Text Attacks, European Association of Computational Linguistics [EACL] vol. Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (2023), 2038–2048
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Tomasz Danel, Jan Łęski, Sabina Podlewska, Igor Podolak
Docking-based generative approaches in the search for new drug candidates, Drug Discovery Today vol. 28/2 (2023), 103439
832.
Przemysław Spurek, Karol Piczak, Jacek Tabor, Tomasz Trzciński, Filip Szatkowski
Hypernetworks build Implicit Neural Representations of Sounds, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database [ECML PKDD] vol. 14172 (2023), 661–676
831.
Przemysław Spurek, Marcin Sendera, Marcin Przewięźlikowski, Jan Miksa, Mateusz Rajski, Konrad Karanowski, Maciej Zieba, Jacek Tabor
The general framework for few-shot learning by kernel HyperNetworks, Machine Vision and Applications vol. 34 (2023), 53
830.
Maciej Skwirczyński, Zbisław Tabor, Julia Lasek, Zofia Schneider, Sebastian Gibała, Iwona Kucybała, Andrzej Urbanik, Rafał Obuchowicz
Deep Learning Algorithm for Differentiating Patients with a Healthy Liver from Patients with Liver Lesions Based on MR Images, Cancers vol. 15 (2023), 3142
829.
Piotr Gaiński, Michał Koziarski, Jacek Tabor, Marek Śmieja
ChiENN: Embracing Molecular Chirality with Graph Neural Networks, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database [ECML PKDD] vol. Lecture Notes in Computer Science(), vol 14171. Springer, Cham (2023), 36-52
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