Instytut Informatyki i Matematyki Komputerowej - lista publikacji

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1-75 z 75.

2025

75.
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
74.
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
73.
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 (2025),
72.
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
71.
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 (2025),
70.
Daria Boratyn, Wojciech Słomczyński, Dariusz Stolicki, Stanisław Szufa
Spoiler Susceptibility in Party Elections, European Conference on Artificial Intelligence [ECAI] vol. 413 (2025), 3775-3782
69.
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 (2025),
68.
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
67.
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),
66.
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),
65.
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),
64.
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
63.
Paweł Batorski, Malarz Dawid, Marcin Przewięźlikowski, Marcin Mazur, Sławomir K. Tadeja, Przemysław Spurek
Hypernetwork Approach to Rapid NeRF Adaptation, Knowledge-Based Systems vol. 332 (2025), 114861
62.
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
61.
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
60.
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. 103716 (2025),
59.
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], (2025),
58.
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
57.
Daniel Wilczak, Sergio Serrano, Roberto Barrio
A mechanism for growth of topological entropy, Chaos vol. 35 (2025), 103117
56.
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
55.
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
54.
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
53.
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), accepted
52.
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), (2025), accepted
51.
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), 1-29
50.
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
49.
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
48.
Piotr Gaiński, Michał Koziarski, Krzysztof Maziarz, Marvin Segler, Jacek Tabor, Marek Śmieja
Diverse and feasible retrosynthesis using gflownets, Information Sciences vol. 714 (2025), 122194
47.
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
46.
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
45.
Maciej Brzeski, Adam Roman
Inferring Missing Data Lineage Links from Schema Metadata Using Transformer-Based Models, International Conference on Very Large Databases [VLDB], (2025), accepted
44.
Kamil Książek, Przemysław Spurek
HyperMask: Adaptive hypernetwork-based masks for continual learning, Neural Networks vol. 191 (2025), 107736
43.
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 (2025), 116160
42.
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
41.
Amadeu Delshams, Piotr Zgliczyński
Polynomial normal forms for ODEs near a center-saddle equilibrium point, Journal of Differential Equations vol. 436, Paper No. 113268 (2025), 67
40.
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, Paper No. 158 (2025), 45
39.
Artur Polański
Isometric models for groups with a bi-invariant metric, Studia Mathematica vol. 283 (2025), 43-65
38.
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),
37.
Matheus Cheque Bortolan, Piotr Kalita, Jose Valero Cuadra, Martiza Almeida Brito
Maximal attractors for multivalued semiflows, Revista Matematica Complutense (2025), available online
36.
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 (5) (2025), e0312038
35.
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
34.
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
33.
Olha Shulika, Rafał Kucharski
Can We Start Sharing Our Rides Again? The Post-Pandemic Ride-Pooling Market, Transport and Telecommunication Journal vol. volume 26, no. 2, (2025), 194-207
32.
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
31.
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
30.
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
29.
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
28.
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
27.
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
26.
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. 15:6768 (2025), 16
25.
Anna Gierzkiewicz-Pieniążek, Robert Szczelina
Sharkovskii theorem for infinite dimensional dynamical systems, Communications in Nonlinear Science and Numerical Simulation vol. Vol. 146 (2025), 108770
24.
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
23.
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
22.
Michał Lipiński, Konstantin Mischaikow, Marian Mrozek
Morse predecomposition of an invariant set, Qualitative Theory of Dynamical Systems vol. 24 (2025), 5
21.
Jonathan Ariel Barmak, Marian Mrozek, Thomas Wanner
Conley index for multivalued maps on finite topological spaces, Foundations of Computational Mathematics (2025), online first
20.
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
19.
Artur Kasymov, Bartosz Czekaj, Marcin Mazur, Jacek Tabor, Przemysław Spurek
NegGS: Negative Gaussian Splatting, Information Sciences vol. 702 (2025), 121912
18.
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
17.
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
16.
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
15.
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
14.
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
13.
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), 104273
12.
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
11.
Bartosz Zieliński, Marcin Osial, Daniel Marczak
Parameter-Efficient Interventions for Enhanced Model Merging, SIAM International Conference on Data Mining [SDM], (2025), 516-526
10.
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
9.
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
8.
Rafał Kucharski, Michał Bujak
Ride-pooling service assessment with heterogeneous travellers in non- deterministic setting, Transportation (2025),
7.
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
6.
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
5.
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
4.
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
3.
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
2.
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
1.
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