João B. S. Carvalho

12 papers A* 1C 1Journal 7Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Rethinking Robustness in Machine Learning: A Posterior Agreement Approach. CoRR João B. S. Carvalho, Alessandro Torcinovich, Victor Jimenez Rodriguez, Antonio Emanuele Cinà, Carlos Cotrini, Lea Schönherr, Joachim M. Buhmann
2025	J	`jnl`	Rethinking Robustness in Machine Learning: A Posterior Agreement Approach. Trans. Mach. Learn. Res. João B. S. Carvalho, Victor Jimenez Rodriguez, Alessandro Torcinovich, Antonio Emanuele Cinà, Carlos Cotrini, Lea Schönherr, Joachim M. Buhmann
2024	J	`jnl`	Measuring Orthogonality in Representations of Generative Models. CoRR Robin C. Geyer, Alessandro Torcinovich, João B. S. Carvalho, Alexander Meyer, Joachim M. Buhmann
2024	J	`jnl`	Measuring Orthogonality in Representations of Generative Models. Trans. Mach. Learn. Res. Robin C. Geyer, Alessandro Torcinovich, João B. S. Carvalho, Alexander Meyer, Joachim M. Buhmann
2023	—	`conf`	Domain Generalization for Diagnosis of Pulmonary Fibrosis Using Dose-Invariant Feature Selection. ISBI João B. S. Carvalho, Carlos Cotrini, Fabian Laumer, André Euler, Katharina Martini, Thomas Frauenfelder, Joachim M. Buhmann
2023	J	`jnl`	Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings. CoRR Lukas Klein, João B. S. Carvalho, Mennatallah El-Assady, Paolo Penna, Joachim M. Buhmann, Paul F. Jaeger
2023	A*	`conf`	Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective. NeurIPS João B. S. Carvalho, Mengtao Zhang, Robin Geyer, Carlos Cotrini, Joachim M. Buhmann
2023	J	`jnl`	Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective. CoRR João B. S. Carvalho, Mengtao Zhang, Robin Geyer, Carlos Cotrini, Joachim M. Buhmann
2022	—	`conf`	Holistic Modeling In Medical Image Segmentation Using Spatial Recurrence. MIDL João B. S. Carvalho, João A. Santinha, Djordje Miladinovic, Carlos Cotrini, Joachim M. Buhmann
2022	—	`conf`	Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings. MIDL Lukas Klein, João B. S. Carvalho, Mennatallah El-Assady, Paolo Penna, Joachim M. Buhmann, Paul F. Jaeger
2021	J	`jnl`	Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation. CoRR João B. S. Carvalho, João A. Santinha, Djordje Miladinovic, Joachim M. Buhmann
2019	C	`conf`	Automatic Detection and Segmentation of Lung Lesions using Deep Residual CNNs. BIBE João B. S. Carvalho, José-Maria Moreira, Mário A. T. Figueiredo, Nikolaos Papanikolaou