William Beluch

The Power of Ensembles for Active Learning in Image Classification

William Beluch, Tim Genewein, Andreas Nürnberger et al. · 2018 · 613 citations

Convolutional Neural Network, Engineering, Machine Learning +24

An integrative genomic analysis of the Longshanks selection experiment for longer limbs in mice

João P. L. Castro, Michelle N. Yancoskie, Marta Marchini et al. · eLife · 2019 · 82 citations · Full text

A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing

Sophie Henning, William Beluch, Alexander Fraser et al. · 2023 · 29 citations · Full text

Uncertainty Based Detection and Relabeling of Noisy Image Labels

Jan M. Köhler, Maximilian Autenrieth, William Beluch · arXiv (Cornell University) · 2019 · 23 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning

Kanil Patel, William Beluch, Bin Yang et al. · International Conference on Learning Representations · 2021 · 19 citations

Artificial Intelligence, Multiple Instance Learning, Engineering +22