Daniel C. Castro

Domain Generalization via Model-Agnostic Learning of Semantic Features

Qi Dou, Daniel C. Castro, Konstantinos Kamnitsas et al. · arXiv (Cornell University) · 2019 · 428 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +19

Calibration-free rolling shutter removal

Matthias Grundmann, Vivek Kwatra, Daniel C. Castro et al. · 2012 · 176 citations

Machine Vision, Image Analysis, Engineering +15

Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing

Shruthi Bannur, Stephanie L. Hyland, Qianchu Liu et al. · 2023 · 137 citations

Structured Prediction, Engineering, Machine Learning +21

Active label cleaning for improved dataset quality under resource constraints

Mélanie Bernhardt, Daniel C. Castro, Ryutaro Tanno et al. · Nature Communications · 2022 · 91 citations · Full text

Predicting daily activities from egocentric images using deep learning

Daniel C. Castro, Steven Hickson, Vinay Bettadapura et al. · 2015 · 83 citations · Full text

Egocentric Images, Late Fusion Ensemble, Machine Vision +14