Personalized breath based biometric authentication with wearable multimodality

1 code implementation • 29 Oct 2021 • Manh-Ha Bui, Viet-Anh Tran, Cuong Pham

To be more specific, we design new hardware which consists of an acoustic sensor to collect audio features from the nose, as well as an accelerometer and gyroscope to collect movement on the chest as a result of an individual's breathing.

Exploiting Domain-Specific Features to Enhance Domain Generalization

1 code implementation • NeurIPS 2021 • Manh-Ha Bui, Toan Tran, Anh Tuan Tran, Dinh Phung

We empirically show that mDSDI provides competitive results with state-of-the-art techniques in DG.

Domain Generalization Meta-Learning