William Beluch
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Advanced Neural Network Applications, Radar Systems and Signal Processing, Advanced SAR Imaging Techniques
Most-Cited Works
- → The Power of Ensembles for Active Learning in Image Classification(2018)617 cited
- → An integrative genomic analysis of the Longshanks selection experiment for longer limbs in mice(2019)84 cited
- → A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing(2023)31 cited
- → Uncertainty Based Detection and Relabeling of Noisy Image Labels(2019)23 cited
- Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning(2021)
- → On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration(2021)17 cited
- → Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra(2021)9 cited
- → Independent evolution toward larger body size in the distinctive Faroe Island mice(2021)8 cited