Search Results for author: Pedro Conde

Found 2 papers, 2 papers with code

A Theoretical and Practical Framework for Evaluating Uncertainty Calibration in Object Detection

1 code implementation1 Sep 2023 Pedro Conde, Rui L. Lopes, Cristiano Premebida

For this reason, this work presents a novel theoretical and practical framework to evaluate object detection systems in the context of uncertainty calibration.

Autonomous Driving Medical Diagnosis +3

Approaching Test Time Augmentation in the Context of Uncertainty Calibration for Deep Neural Networks

1 code implementation11 Apr 2023 Pedro Conde, Tiago Barros, Rui L. Lopes, Cristiano Premebida, Urbano J. Nunes

With the rise of Deep Neural Networks, machine learning systems are nowadays ubiquitous in a number of real-world applications, which bears the need for highly reliable models.

Image Classification

Cannot find the paper you are looking for? You can Submit a new open access paper.