João B. S. Carvalho

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Multi Path Routing

Anomaly Detection

Detecting Anomalous

Capable Of Producing

Top Venues

Publications

Robin C. Geyer, Alessandro Torcinovich, João B. S. Carvalho, Alexander Meyer, Joachim M. Buhmann
Measuring Orthogonality in Representations of Generative Models. CoRR (2024)
João B. S. Carvalho, Mengtao Zhang, Robin Geyer, Carlos Cotrini, Joachim M. Buhmann
Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective. NeurIPS (2023)
João B. S. Carvalho, Mengtao Zhang, Robin Geyer, Carlos Cotrini, Joachim M. Buhmann
Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective. CoRR (2023)
Lukas Klein, João B. S. Carvalho, Mennatallah El-Assady, Paolo Penna, Joachim M. Buhmann, Paul F. Jaeger
Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings. CoRR (2023)
João B. S. Carvalho, Carlos Cotrini, Fabian Laumer, André Euler, Katharina Martini, Thomas Frauenfelder, Joachim M. Buhmann
Domain Generalization for Diagnosis of Pulmonary Fibrosis Using Dose-Invariant Feature Selection. ISBI (2023)
Lukas Klein, João B. S. Carvalho, Mennatallah El-Assady, Paolo Penna, Joachim M. Buhmann, Paul F. Jaeger
Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings. MIDL (2022)
João B. S. Carvalho, João A. Santinha, Djordje Miladinovic, Joachim M. Buhmann
Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation. CoRR (2021)
João B. S. Carvalho, José-Maria Moreira, Mário A. T. Figueiredo, Nikolaos Papanikolaou
Automatic Detection and Segmentation of Lung Lesions using Deep Residual CNNs. BIBE (2019)