Multispectral Vineyard Segmentation: A Deep Learning approach. - Tiago Barros; Pedro Conde; Gil Gonçalves 001; Cristiano Premebida; Miguel Monteiro; Carla Sofia Santos Ferreira; Urbano J. Nunes (CoRR, 2021)

Adaptive-TTA: accuracy-consistent weighted test time augmentation method for the uncertainty calibration of deep learning classifiers. - Pedro Conde; Cristiano Premebida (BMVC, 2022)

Multispectral vineyard segmentation: A deep learning comparison study. - Tiago Barros; Pedro Conde; Gil Gonçalves 001; Cristiano Premebida; Miguel Monteiro; Carla Sofia Santos Ferreira; Urbano J. Nunes (Comput. Electron. Agric., 2022)

ECE-based Deep Ensemble for Neural Network Calibration in Satellite Image Classification. - Pedro Conde; Tiago Barros; Cristiano Premebida; Urbano J. Nunes (ICARSC, 2023)

ORCHNet: A Robust Global Feature Aggregation approach for 3D LiDAR-based Place recognition in Orchards. - Tiago Barros; Luis Garrote 001; Pedro Conde; Matthew Coombes; C. Liu; Cristiano Premebida; Urbano J. Nunes (CoRR, 2023)

Approaching Test Time Augmentation in the Context of Uncertainty Calibration for Deep Neural Networks. - Pedro Conde; Tiago Barros; Rui L. Lopes; Cristiano Premebida; Urbano J. Nunes (CoRR, 2023)

A Theoretical and Practical Framework for Evaluating Uncertainty Calibration in Object Detection. - Pedro Conde; Rui L. Lopes; Cristiano Premebida (CoRR, 2023)

Probabilistic Approach for Road-Users Detection. - Gledson Melotti; Weihao Lu 003; Pedro Conde; Dezong Zhao; Alireza Asvadi; Nuno Gonçalves 001; Cristiano Premebida (IEEE Trans. Intell. Transp. Syst., 2023)

PointNetPGAP-SLC: A 3D LiDAR-based Place Recognition Approach with Segment-level Consistency Training for Mobile Robots in Horticulture. - Tiago Barros; Luís Garrote 001; Pedro Conde; Matthew Coombes; C. Liu; Cristiano Premebida; Urbano J. Nunes (CoRR, 2024)

PointNetPGAP-SLC: A 3D LiDAR-Based Place Recognition Approach With Segment-Level Consistency Training for Mobile Robots in Horticulture. - Tiago Barros; Luís Garrote 001; Pedro Conde; Matthew J. Coombes; Cunjia Liu; Cristiano Premebida; Urbano J. Nunes (IEEE Robotics Autom. Lett., 2024)

Improving Accuracy and Calibration of Deep Image Classifiers With Agreement-Driven Dynamic Ensemble. - Pedro Conde; Rui L. Lopes; Cristiano Premebida (IEEE Open J. Comput. Soc., 2025)