Jakub Buler

According to our database, Jakub Buler authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Accuracy is Not Enough: Multi-Head Gated Attention Multiple Instance Learning Model for Explainable Breast Cancer Diagnosis.

Jakub Buler, Rafal Buler, Maciej Bobowicz, Michal Grochowski

IEEE Access, 2025

Multi-Head Attention Multiple Instance Learning Deep Neural Classifier Enhanced with Model Uncertainty Quantification.

Jakub Buler, Rafal Buler, Krystian Brzozowski, Michal Grochowski

Proceedings of the 29th International Conference on Methods and Models in Automation and Robotics, 2025

Comprehensive Quantitative Evaluation of the Performance and Trustworthiness of Deep Learning Models - Skin Lesion Classification Case Study.

Krystian Brzozowski, Jakub Buler, Rafal Buler, Michal Grochowski

Proceedings of the 29th International Conference on Methods and Models in Automation and Robotics, 2025

2023

Interpretable deep learning approach for classification of breast cancer - a comparative analysis of multiple instance learning models.

Jakub Buler, Rafal Buler, Maciej Bobowicz, Maria Ferlin, Marlena Rygusik, Arkadiusz Kwasigroch, Michal Grochowski

Proceedings of the 27th International Conference on Methods and Models in Automation and Robotics, 2023