Kanil Patel

According to our database, Kanil Patel authored at least 7 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Validation of composite systems by discrepancy propagation.

David Reeb, Kanil Patel, Karim Said Barsim, Martin Schiegg, Sebastian Gerwinn

Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022

Improving automotive radar spectra object classification using deep learning and multi-class uncertainty calibration

Kanil Patel

PhD thesis, 2022

2021

Improving Uncertainty of Deep Learning-based Object Classification on Radar Spectra using Label Smoothing.

Kanil Patel, William Beluch, Kilian Rambach, Michael Pfeiffer, Bin Yang

CoRR, 2021

Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra.

Kanil Patel, William Beluch, Kilian Rambach, Adriana-Eliza Cozma, Michael Pfeiffer, Bin Yang

CoRR, 2021

Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning.

Kanil Patel, William H. Beluch, Bin Yang, Michael Pfeiffer, Dan Zhang

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration.

Kanil Patel, William Beluch, Dan Zhang, Michael Pfeiffer, Bin Yang

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2018

Better Fiber ODFs from Suboptimal Data with Autoencoder Based Regularization.

Kanil Patel, Samuel Groeschel, Thomas Schultz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018