Improved Mixed-Example Data Augmentation. - Cecilia Summers; Michael J. Dinneen (WACV, 2019)

Improved Adversarial Robustness via Logit Regularization Methods. - Cecilia Summers; Michael J. Dinneen (CoRR, 2019)

Four Things Everyone Should Know to Improve Batch Normalization. - Cecilia Summers; Michael J. Dinneen (ICLR, 2020)

Nondeterminism and Instability in Neural Network Optimization. - Cecilia Summers; Michael J. Dinneen (ICML, 2021)