João B. S. Carvalho

According to our database1, João B. S. Carvalho authored at least 7 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Measuring Orthogonality in Representations of Generative Models.
CoRR, 2024

2023
Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Domain Generalization for Diagnosis of Pulmonary Fibrosis Using Dose-Invariant Feature Selection.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Holistic Modeling In Medical Image Segmentation Using Spatial Recurrence.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

2021
Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation.
CoRR, 2021

2019
Automatic Detection and Segmentation of Lung Lesions using Deep Residual CNNs.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019


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