Katedra Informatyki Stosowanej - lista publikacji

InfoDisent: Explainability of Image Classification Models by Information Disentanglement, Knowledge-Based Systems (2026),

B-XAIC Dataset: Benchmarking Explainable AI for Graph Neural Networks Using Chemical Data, Advances in Neural Information Processing Systems [NeurIPS], (2026),

FlySearch : exploring how vision-language models explore, Advances in Neural Information Processing Systems [NeurIPS] vol. 38 (2026), 185979-186011

Reducing cost of fluorescent microscopy through dye exclusion, distillation techniques, and deep learning, Scientific Reports (2026),

DAVE : Distribution-aware Attribution via ViT Gradient Decomposition, International Conference on Machine Learning [ICML], (2026),

Enhancing Chemical Explainability Through Counterfactual Masking, National Conference of the American Association for Artificial Intelligence [AAAI](MAIN), (2026),

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

Non-uniform spiking touch sensor for classification of movement patterns using neural networks, Expert Systems with Applications vol. 295 (2026), 128866

Skrzywione szranki. Na tropach gerrymanderingu w polskich wyborach do rad gmin w 2014 r., Wydawnictwo Uniwersytetu Jagiellońskiego, 2026