Kanil Patel

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 9

Top Topics

Mutual Information Maximization

Pedestrian Detection

Multi Class Svm

Top Venues

Publications

David Reeb, Kanil Patel, Karim Said Barsim, Martin Schiegg, Sebastian Gerwinn
Validation of composite systems by discrepancy propagation. UAI (2023)
David Reeb, Kanil Patel, Karim Barsim, Martin Schiegg, Sebastian Gerwinn
Validation of Composite Systems by Discrepancy Propagation. CoRR (2022)
Kanil Patel, William Beluch, Kilian Rambach, Adriana-Eliza Cozma, Michael Pfeiffer, Bin Yang
Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra. CoRR (2021)
Kanil Patel, William Beluch, Kilian Rambach, Michael Pfeiffer, Bin Yang
Improving Uncertainty of Deep Learning-based Object Classification on Radar Spectra using Label Smoothing. CoRR (2021)
Kanil Patel, William H. Beluch, Bin Yang, Michael Pfeiffer, Dan Zhang
Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning. ICLR (2021)
Kanil Patel, William Beluch, Bin Yang, Michael Pfeiffer, Dan Zhang
Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning. CoRR (2020)
Kanil Patel, William Beluch, Dan Zhang, Michael Pfeiffer, Bin Yang
On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration. ICPR (2020)
Kanil Patel, William Beluch, Dan Zhang, Michael Pfeiffer, Bin Yang
On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration. CoRR (2019)
Kanil Patel, Samuel Groeschel, Thomas Schultz
Better Fiber ODFs from Suboptimal Data with Autoencoder Based Regularization. MICCAI (3) (2018)