Multi-Source DOA Estimation With Statistical Coverage Guarantees.
Proceedings of the IEEE International Conference on Acoustics, 2024
DOA Uncertainty Quantification With Conformal Prediction.
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
Direction-of-Arrival Estimation Using Gaussian Process Interpolation.
Proceedings of the IEEE International Conference on Acoustics, 2023
Closing the Sim-to-Real Gap in Guided Wave Damage Detection with Adversarial Training of Variational Auto-Encoders.
Proceedings of the IEEE International Conference on Acoustics, 2022
Uncertainty Aware Deep Neural Network for Multistatic Localization with Application to Ultrasonic Structural Health Monitoring.
CoRR, 2020
Accounting for Physics Uncertainty in Ultrasonic Wave Propagation using Deep Learning.
CoRR, 2019