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, +2

Expert Systems with Applications

EngineeringMachine LearningDiagnostic ImagingChest X-ray ImagesImage Analysis +15

A Bayesian data augmentation approach for learning deep models

Toan Tran, Trung Pham, Gustavo Carneiro, +2

Adelaide Research & Scholarship (AR&S) (University of Adelaide)

Artificial IntelligenceEngineeringMachine LearningDeep Learning ModelsBayesian Inference +14

A Bayesian Data Augmentation Approach for Learning Deep Models

Toan Tran, Trung Pham, Gustavo Carneiro, +2

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningDeep Learning ModelsBayesian Inference +14

Exploiting Domain-Specific Features to Enhance Domain Generalization

Manh-Ha Bui, Toan Tran, Anh T. Tran, +1

arXiv (Cornell University)

Artificial IntelligenceStructured PredictionEngineeringMachine LearningNatural Language Processing +14

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, +3

Geometric LearningNeural Scaling LawMachine VisionMachine LearningData Science +12

Anti-diabetic xanthones from the bark of Garcinia xanthochymus

C. N. Nguyen, Binh T.D. Trinh, Toan Tran, +1

Bioorganic & Medicinal Chemistry Letters

Medicinal ChemistryAnti-diabetic XanthonesMedicineHerbal MedicineDiabetes +3

Bayesian Generative Active Deep Learning

Toan Tran, Thanh-Toan Do, Ian Reid, +1

arXiv (Cornell University)

Artificial IntelligenceNatural Language ProcessingFew-shot LearningData AugmentationEngineering +11

Automatic detection of weeds: synergy between EfficientNet and transfer learning to enhance the prediction accuracy

Linh T. Duong, Toan Tran, Nhi H. Le, +2

Soft Computing

Explanation of the Convolutional Neural Network Classifying Chest X-Ray Images Supporting Pneumonia Diagnosis

Hải Thanh Nguyễn, Hoang Thanh Huynh, Toan Tran, +1

EAI Endorsed Transactions on Context-aware Systems and Applications

Convolutional Neural NetworkEngineeringDiagnosisPathologyDiagnostic Imaging +15

Domain Invariant Representation Learning with Domain Density Transformations

André T. Nguyen, Toan Tran, Yarin Gal, +1

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningDomain Generalization RefersRepresentation Learning +16