Katedra Uczenia Maszynowego - lista publikacji
Nadjednostka:
1-38 z 38.
2026
38.
FlySearch : exploring how vision-language models explore, Advances in Neural Information Processing Systems [NeurIPS] vol. 38 (2026), 185979-186011
37.
36.
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),
35.
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),
34.
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
33.
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
32.
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
31.
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
30.
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
29.
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),
28.
Rafał Kucharski, Olha Shulika, Michał Bujak
Demand-agnostic assessment of on-demand pooled transit services, vol. 18, 40 (2026),
27.
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
26.
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
25.
QuantumGS: Quantum Encoding Framework for Gaussian Splatting, Parallel Problem Solving from Nature [PPSN], (2026), accepted
24.
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
23.
DAVE : Distribution-aware Attribution via ViT Gradient Decomposition, International Conference on Machine Learning [ICML], (2026),
22.
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
21.
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
20.
Igor Sieradzki, Łukasz Struski, Igor Podolak, Romuald A. Janik
19.
Paula Szenejko, Filip Dąbrowski, Szymon Płotka, Arkadiusz Sitek, Andrzej Agria, Joanna Witkowska, Marcin Wiecheć
18.
Michał Bujak, Rafał Kucharski
Balancing profit and traveller acceptance in ride-pooling personalised fares, vol. Volume 333, Issue 1 (2026), 101-116
17.
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
16.
15.
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
14.
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
13.
Mateusz Pach, Przemysław Rola, Michał Znaleźniak, Patryk Kaszuba, Marcin Przewięźlikowski, Jacek Tabor, Marek Śmieja
12.
HyConEx: Hypernetwork classifier with counterfactual explanations for tabular data, Neurocomputing vol. 671 (2026), 132748
11.
10.
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
9.
Weronika Smolak-Dyżewska, Malarz Dawid, Kornel Howil, Jan Kaczmarczyk, Marcin Mazur, Przemysław Spurek
VeGaS: Video Gaussian splatting, Information Sciences vol. 735 (2026), 123033
8.
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
7.
Enhancing Chemical Explainability Through Counterfactual Masking, National Conference of the American Association for Artificial Intelligence [AAAI](MAIN), (2026),
6.
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
5.
DiCoFlex: Model-agnostic diverse counterfactuals with flexible control, Advances in Neural Information Processing Systems [NeurIPS](MAIN) vol. 38 (2026), 79682-79713
4.
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
3.
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
2.
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
1.
CLIPGaussian: Universal and Multimodal Style Transfer Based on Gaussian Splatting, Advances in Neural Information Processing Systems [NeurIPS](MAIN) vol. 38 (2026), 124284-124327