Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning

• Focus on the Fog: Leveraging Student Uncertainty for Guided Knowledge Distillation in Semantic Segmentation

  2026 Proceedings - International Conference on Image Processing conference-paper Computer Science Advanced Neural Network Applications

  0

  citations
• Fault representation in structural modelling with implicit neural representations

  2025 Computers & Geosciences article Earth and Planetary Sciences Geological Modeling and Analysis Open access

  5

  citations
• Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation

  2024 The Journal of Machine Learning for Biomedical Imaging article Computer Science Medical Image Segmentation Techniques Open access

  2

  citations
• Predicting clinical endpoints and visual changes with quality-weighted tissue-based renal histological features

  2024 Frontiers in Transplantation article Computer Science AI in cancer detection Open access

  0

  citations
• Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation

  2023 preprint Computer Science Medical Image Segmentation Techniques Open access

  0

  citations
• A Neuro-Symbolic Approach for Marine Vessels Power Prediction Under Distribution Shifts

  2023 IEEE Jordan International Joint Conference on Electrical Engineering and Information Technology (JEEIT) conference-paper Environmental Science Maritime Transport Emissions and Efficiency Open access

  2

  citations
• Optimizing Resource Allocation Based on Predictive Process Monitoring

  2023 IEEE Access article Business, Management and Accounting Business Process Modeling and Analysis Open access cited by 1 patent

  17

  citations
• End-to-End Pipeline for Uncertainty Quantification and Remaining Useful Life Estimation: An Application on Aircraft Engines

  2022 PHM Society European Conference conference-paper Engineering Machine Fault Diagnosis Techniques Open access

  4

  citations
• Hyperbolic Image Segmentation

  2022 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Advanced Neural Network Applications Open access

  81

  citations
• DeepXS: fast approximation of MSSM electroweak cross sections at NLO

  2020 ReIn UW (University of Warsaw) article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  29

  citations

10 results