Instytut Informatyki i Matematyki Komputerowej - lista publikacji
Nadjednostka:
Podjednostki:
1-60 z 60.
2026
60.
Szymon Płotka, Gizem Mert, Pedro Bassi, Wenxuan Li, Zongwei Zhou, Anna Marcinkiewicz, Wiktoria Romańczyk, Jarosław Ćwikła, Łukasz Struski, Ewa Szczurek, Jacek Tabor, Arkadiusz Sitek
Anatomy-Activated Mixture-of-Experts for 3D Medical Vision-Language Pre-training, Advances in Neural Information Processing Systems [NeurIPS], (2026),
59.
LAPLEX: The FFT of Learnable Laplace Kernels, Advances in Neural Information Processing Systems [NeurIPS], (2026),
58.
57.
Evgenii Vinarskii, Jakub Ruszil, Adam Roman, Natalia Kushik
56.
CounterFlowNet: From Minimal Changes to Meaningful Counterfactual Explanations, Advances in Neural Information Processing Systems [NeurIPS](MAIN), (2026),
55.
Kacper Jurek, Wojciech Batko, Marek Śmieja, Marcin Przewięźlikowski
SeBA: Semi-supervised few-shot learning via Separated-at-Birth Alignment for tabular data, SIAM International Conference on Data Mining [SDM], (2026),
54.
Magdalena Proszewska, Tomasz Danel, Antoni Antoszek, Dawid Rymarczyk
B-XAIC Dataset: Benchmarking Explainable AI for Graph Neural Networks Using Chemical Data, Advances in Neural Information Processing Systems [NeurIPS], (2026),
53.
Krzysztof Byrski, Marcin Mazur, Jacek Tabor, Tadeusz Dziarmaga, Marcin Kądziołka, Dawid Baran, Przemysław Spurek
RaySplats: Ray Tracing Based Gaussian Splatting, International Conference on Neural Information Processing [ICONIP], (2026), accepted
52.
FlySearch : exploring how vision-language models explore, Advances in Neural Information Processing Systems [NeurIPS] vol. 38 (2026), 185979-186011
51.
Adam Roman, Matthias Hamburg
50.
49.
Automatic Identification and Classification of Individual Alpha Frequency, Annual Conference of the Cognitive Science Society [CogSci] vol. 48 (2026), 1160-1165
48.
Self-consistent bounds method for dissipative PDEs, Journal of Differential Equations vol. 481 (2026), 114643
47.
Wenxuan Li, Pedro Bassi, Xinze Zhou, Jakob Wasserthal, Sezgin Er, Ibrahim Hamamci, Bjoern Menze, Gulhan Ertan Akan, Szymon Płotka, Jakub Prządo, Chen Qi, Yucheng Tang, Daguang Xu, Arkadiusz Sitek, Kang Wang, Yang Yang, Alan Yuille, Zongwei Zhou
CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening, Medical Image Computing and Computer-Assisted Intervention [MICCAI], (2026),
46.
Pedro Bassi, Wenxuan Li, Szymon Płotka, Ruby Honjol, Jakub Prządo, Xinze Zhou, Kang Wang, Yang Yang, Malte Jensen, Akshay Chaudhari, Curt Langlotz, Alan Yuille, Zongwei Zhou
Merlin Plus: A Large-Scale, Multi-Cancer, Image-Mask-Report Dataset, Medical Image Computing and Computer-Assisted Intervention [MICCAI], (2026),
45.
Weronika Smolak-Dyżewska, Dawid Malarz, Grzegorz Wilczyński, Rafał Tobiasz, Joanna Waczyńska, Przemysław Spurek, Piotr Borycki
HuSc3D: Human Sculpture dataset for 3D object reconstruction, International Conference on Computational Science [ICCS] vol. 16784 (2026), 575–582
44.
Weronika Jakubowska, Mikołaj Zieliński, Rafał Tobiasz, Krzysztof Byrski, Maciej Zieba, Dominik Belter, Przemysław Spurek
GaINeR: Geometry-Aware Implicit Neural Representation for Image Editing, European Conference on Computer Vision [ECCV](MAIN), (2026), accepted
43.
Grzegorz Wilczyński, Mikołaj Zieliński, Krzysztof Byrski, Joanna Waczyńska, Dominik Belter, Przemysław Spurek
IRIS: Intersection-aware Ray-based Implicit Editable Scenes, European Conference on Computer Vision [ECCV](MAIN), (2026), accepted
42.
Piotr Wójcik, Maksym Petrenko, Wojciech Gromski, Przemysław Spurek, Zięba Maciej
UnHype: CLIP-Guided Hypernetworks for Dynamic LoRA Unlearning, International Conference on Machine Learning [ICML](MAIN), (2026), accepted
41.
Mikołaj Zieliński, Krzysztof Byrski, Tomasz Szczepanik, Dominik Belter, Przemysław Spurek
Affine-Equivariant Kernel Space Encoding for NeRF Editing, International Conference on Machine Learning [ICML](MAIN), (2026), accepted
40.
Jacek Cyranka, Szymon Haponiuk
Unified long-term time series forecasting benchmark, Neurocomputing vol. 696 (2026), 134091
39.
Mikołaj Zasada, Łukasz Struski, Jacek Tabor, Marcin Kurdziel
SoftMoE: Soft Differentiable Routing for Mixture-of-Experts in LLMs, International Conference on Machine Learning [ICML], (2026),
38.
Rafał Kucharski, Olha Shulika, Michał Bujak
Demand-agnostic assessment of on-demand pooled transit services, vol. 18, 40 (2026),
37.
Georgii Stanishevskii, Jakub Steczkiewicz, Tomasz Szczepanik, Sławomir K. Tadeja, Przemysław Spurek, Jacek Tabor
Deepfake for the good: Generating avatars through face-swapping with implicit deepfake generation, Asian Conference on Intelligent Information and Database Systems [ACIIDS], (2026), 151-165
36.
Alicja Polowczyk, Agnieszka Polowczyk, Dawid Malarz, Artur Kasymov, Jacek Tabor, Marcin Mazur, Przemysław Spurek
UnGuide: Learning to Forget with LoRA-Guided Diffusion Models, Conference in Uncertainty in Artificial Intelligence [UAI](MAIN) vol. 337 (2026), 5471--5503
35.
Topological Simplification Guided by Forbidden Regions, International Symposium on Computational Geometry [SoCG] vol. LIPIcs, Volume 367 (2026), 72:1–72:17
34.
SHIELD: Secure Hypernetworks for Incremental Expansion Learning Defense, IEEE Conference on Computer Vision and Pattern Recognition [CVPR] vol. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Findings (2026), 2377-2386
33.
32.
DAVE : Distribution-aware Attribution via ViT Gradient Decomposition, International Conference on Machine Learning [ICML], (2026),
31.
Rafał Tobiasz, Grzegorz Wilczyński, Marcin Mazur, Sławomir K. Tadeja, Weronika Smolak-Dyżewska, Przemysław Spurek
MeshSplats: Mesh-Based Rendering With Gaussian Splatting Initialization, International Conference on Computational Science [ICCS] vol. 16784 (2026), 386–394
30.
Weronika Smolak-Dyżewska, Jerzy Bazak, Wiktoria Brandys, Aleksandra Bienia, Aleksandra Murzyn, Bartosz Płóciennik, Gniewosz Drwięga, Julia Kozik, Agnieszka Drzał, Bartosz Leszczyński, Przemysław Spurek, Martyna Elas, Martyna Krzykawska-Serda
29.
Igor Sieradzki, Łukasz Struski, Igor Podolak, Romuald A. Janik
28.
Paula Szenejko, Filip Dąbrowski, Szymon Płotka, Arkadiusz Sitek, Andrzej Agria, Joanna Witkowska, Marcin Wiecheć
27.
Michał Bujak, Rafał Kucharski
Balancing profit and traveller acceptance in ride-pooling personalised fares, vol. Volume 333, Issue 1 (2026), 101-116
26.
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
25.
24.
Piotr Borycki, Magdalena Trędowicz, Szymon Janusz, Jacek Tabor, Przemysław Spurek, Arkadiusz Lewicki, Łukasz Struski
EPIC: Explanation of Pretrained Image Classification Networks via Prototypes, National Conference of the American Association for Artificial Intelligence [AAAI](MAIN) vol. 40(21) (2026), 17366-17373
23.
Jarosław Hryszko, Artur Michałek, Adam Roman
22.
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
21.
Jarosław Duda, Janusz Guza, Biswajit Karmakar
CP-conserving SO(3) parameterization of the neutrino mixing matrix, vol. 874 (2026), 140219
20.
Mateusz Pach, Przemysław Rola, Michał Znaleźniak, Patryk Kaszuba, Marcin Przewięźlikowski, Jacek Tabor, Marek Śmieja
19.
HyConEx: Hypernetwork classifier with counterfactual explanations for tabular data, Neurocomputing vol. 671 (2026), 132748
18.
17.
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
16.
Weronika Smolak-Dyżewska, Malarz Dawid, Kornel Howil, Jan Kaczmarczyk, Marcin Mazur, Przemysław Spurek
VeGaS: Video Gaussian splatting, Information Sciences vol. 735 (2026), 123033
15.
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) vol. 38 (2026), 92700-92744
14.
Enhancing Chemical Explainability Through Counterfactual Masking, National Conference of the American Association for Artificial Intelligence [AAAI](MAIN), (2026),
13.
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
12.
DiCoFlex: Model-agnostic diverse counterfactuals with flexible control, Advances in Neural Information Processing Systems [NeurIPS](MAIN) vol. 38 (2026), 79682-79713
11.
ZEUS: Zero-shot Embeddings for Unsupervised Separation of Tabular Data, Advances in Neural Information Processing Systems [NeurIPS](MAIN) vol. Advances in Neural Information Processing Systems 38 (2026), 96173-96210
10.
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
9.
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) vol. 38 (2026), 108526-108564
8.
CLIPGaussian: Universal and Multimodal Style Transfer Based on Gaussian Splatting, Advances in Neural Information Processing Systems [NeurIPS](MAIN) vol. 38 (2026), 124284-124327
7.
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 (2026), 23442-23452
6.
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
5.
"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
4.
Michał Markiewicz, Szymon Janusz, Ireneusz Brzozowski
3.
Matheus Cheque Bortolan, Piotr Kalita, Jose Valero Cuadra, Martiza Almeida Brito
Maximal attractors for multivalued semiflows, Revista Matematica Complutense vol. 39 (2026), 195-215
2.
Gábor Benedek, Tibor Krisztin, Robert Szczelina
1.
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