Picture for Kanil Patel

Kanil Patel

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

Add code
Sep 27, 2021
Figure 1 for Improving Uncertainty of Deep Learning-based Object Classification on Radar Spectra using Label Smoothing
Figure 2 for Improving Uncertainty of Deep Learning-based Object Classification on Radar Spectra using Label Smoothing
Figure 3 for Improving Uncertainty of Deep Learning-based Object Classification on Radar Spectra using Label Smoothing
Figure 4 for Improving Uncertainty of Deep Learning-based Object Classification on Radar Spectra using Label Smoothing
Viaarxiv icon

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

Add code
Jun 01, 2021
Figure 1 for Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra
Figure 2 for Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra
Figure 3 for Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra
Figure 4 for Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra
Viaarxiv icon

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

Add code
Jun 23, 2020
Figure 1 for Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning
Figure 2 for Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning
Figure 3 for Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning
Figure 4 for Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning
Viaarxiv icon

On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration

Add code
Dec 16, 2019
Figure 1 for On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration
Figure 2 for On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration
Figure 3 for On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration
Figure 4 for On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration
Viaarxiv icon