Adaptive temperature scaling for Robust calibration of deep neural networks
Balanya, Sergio A., Maroñas, Juan, Ramos, Daniel
Published in Neural computing & applications (01.05.2024)
Published in Neural computing & applications (01.05.2024)
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Journal Article
A deep analysis on high‐resolution dermoscopic image classification
Pollastri, Federico, Parreño, Mario, Maroñas, Juan, Bolelli, Federico, Paredes, Roberto, Ramos, Daniel, Grana, Costantino
Published in IET computer vision (01.10.2021)
Published in IET computer vision (01.10.2021)
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Journal Article
Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification
Pollastri, Federico, Maronas, Juan, Bolelli, Federico, Ligabue, Giulia, Paredes, Roberto, Magistroni, Riccardo, Grana, Costantino
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
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Conference Proceeding
Deep Transformed Gaussian Processes
Sáez-Maldonado, Francisco Javier, Maroñas, Juan, Hernández-Lobato, Daniel
Year of Publication 27.10.2023
Year of Publication 27.10.2023
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Journal Article
Towards Efficient Modeling and Inference in Multi-Dimensional Gaussian Process State-Space Models
Lin, Zhidi, Maronas, Juan, Li, Ying, Yin, Feng, Theodoridis, Sergios
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding