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Controlling Meshes via Curvature: Spin Transformations for Pose-Invariant Shape Processing.

, , , , , , , and . IPMI, volume 11492 of Lecture Notes in Computer Science, page 221-234. Springer, (2019)

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Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation., , , , and . IPMI, volume 12729 of Lecture Notes in Computer Science, page 415-427. Springer, (2021)Towards continual learning in medical imaging., , and . CoRR, (2018)Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation., , , , , , , , , and 1 other author(s). CoRR, (2024)Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment., , , and . MLMI@MICCAI (2), volume 14349 of Lecture Notes in Computer Science, page 253-263. Springer, (2023)A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labeling., , , , , , , , , and 5 other author(s). MIDL, volume 121 of Proceedings of Machine Learning Research, page 241-261. PMLR, (2020)On the Use of Mahalanobis Distance for Out-of-distribution Detection with Neural Networks for Medical Imaging., and . UNSURE@MICCAI, volume 14291 of Lecture Notes in Computer Science, page 136-146. Springer, (2023)Controlling Meshes via Curvature: Spin Transformations for Pose-Invariant Shape Processing., , , , , , , and . IPMI, volume 11492 of Lecture Notes in Computer Science, page 221-234. Springer, (2019)Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI., , , and . MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI, volume 14394 of Lecture Notes in Computer Science, page 168-181. Springer, (2023)Learning from Partially Overlapping Labels: Image Segmentation Under Annotation Shift., , , , and . DART/FAIR@MICCAI, volume 12968 of Lecture Notes in Computer Science, page 123-132. Springer, (2021)Semi-Supervised Learning for Deep Causal Generative Models., , and . MICCAI (12), volume 15012 of Lecture Notes in Computer Science, page 294-303. Springer, (2024)