Bruno Machado Pacheco

According to our database, Bruno Machado Pacheco authored at least 6 papers between 2023 and 2024.

Collaborative distances:

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

2024

Selective Prediction for Semantic Segmentation using Post-Hoc Confidence Estimation and Its Performance under Distribution Shift.

Bruno Laboissiere Camargos Borges, Bruno Machado Pacheco, Danilo Silva

CoRR, 2024

Solving Differential Equations using Physics-Informed Deep Equilibrium Models.

Bruno Machado Pacheco, Eduardo Camponogara

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023

Towards fully automated deep-learning-based brain tumor segmentation: Is brain extraction still necessary?

Bruno Machado Pacheco, Guilherme de Souza e Cassia, Danilo Silva

Biomed. Signal Process. Control., April, 2023

Deep-learning-based Early Fixing for Gas-lifted Oil Production Optimization: Supervised and Weakly-supervised Approaches.

Bruno Machado Pacheco, Laio Oriel Seman, Eduardo Camponogara

CoRR, 2023

A Graph Neural Network Approach to Nanosatellite Task Scheduling: Insights into Learning Mixed-Integer Models.

Bruno Machado Pacheco, Laio Oriel Seman, Cezar Antônio Rigo, Eduardo Camponogara, Eduardo Augusto Bezerra, Leandro dos Santos Coelho

CoRR, 2023

Does Pre-training on Brain-Related Tasks Results in Better Deep-Learning-Based Brain Age Biomarkers?

Bruno Machado Pacheco, Victor Hugo Rocha de Oliveira, Augusto Braga Fernandes Antunes, Saulo Domingos de Souza Pedro, Danilo Silva

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023