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Semi-Supervised Learning via Compact Latent Space Clustering.

, , , , , , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 2464-2473. PMLR, (2018)

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Towards continual learning in medical imaging., , and . CoRR, (2018)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)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)Multiple Landmark Detection Using Multi-agent Reinforcement Learning., , , , and . MICCAI (4), volume 11767 of Lecture Notes in Computer Science, page 262-270. Springer, (2019)Estimating Model Performance Under Domain Shifts with Class-Specific Confidence Scores., , , , and . MICCAI (8), volume 13437 of Lecture Notes in Computer Science, page 693-703. Springer, (2022)Data Efficient Unsupervised Domain Adaptation For Cross-modality Image Segmentation., , , , and . MICCAI (2), volume 11765 of Lecture Notes in Computer Science, page 669-677. Springer, (2019)TBI Lesion Segmentation in Head CT: Impact of Preprocessing and Data Augmentation., , , , , , , , , and 7 other author(s). BrainLes@MICCAI (1), volume 11992 of Lecture Notes in Computer Science, page 13-22. Springer, (2019)Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities., , , , , , , , and . CoRR, (2024)An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis., , and . CoRR, (2024)Unsupervised domain adaptation in brain lesion segmentation with adversarial networks., , , , , , , , , and 1 other author(s). CoRR, (2016)