Toan Tran

Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning

Linh T. Duong, Nhi H. Le, Toan Tran et al. · Expert Systems with Applications · 2021 · 164 citations

Engineering, Machine Learning, Diagnostic Imaging +17

A Bayesian data augmentation approach for learning deep models

Toan Tran, Trung Pham, Gustavo Carneiro et al. · Adelaide Research & Scholarship (AR&S) (University of Adelaide) · 2017 · 129 citations

Artificial Intelligence, Engineering, Machine Learning +16

A Bayesian Data Augmentation Approach for Learning Deep Models

Toan Tran, Trung Pham, Gustavo Carneiro et al. · arXiv (Cornell University) · 2017 · 117 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Exploiting Domain-Specific Features to Enhance Domain Generalization

Manh-Ha Bui, Toan Tran, Anh T. Tran et al. · arXiv (Cornell University) · 2021 · 69 citations · Full text

Artificial Intelligence, Structured Prediction, Engineering +16

A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning

Thanh-Toan Do, Toan Tran, Ian Reid et al. · 2019 · 63 citations

Geometric Learning, Neural Scaling Law, Machine Vision +14