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Towards IID representation learning and its application on biomedical data.

, , , , and . MIDL, volume 172 of Proceedings of Machine Learning Research, page 1375-1402. PMLR, (2022)

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Progressively growing convolutional networks for end-to-end deformable image registration., , and . Medical Imaging: Image Processing, volume 10949 of SPIE Proceedings, page 109491C. SPIE, (2019)Roto-Translation Covariant Convolutional Networks for Medical Image Analysis., , , , , and . MICCAI (1), volume 11070 of Lecture Notes in Computer Science, page 440-448. Springer, (2018)Capturing Single-Cell Phenotypic Variation via Unsupervised Representation Learning., , , , , and . MIDL, volume 102 of Proceedings of Machine Learning Research, page 315-325. PMLR, (2019)Inferring a third spatial dimension from 2D histological images., , , , and . ISBI, page 586-589. IEEE, (2018)Fine-Grained Hard Negative Mining: Generalizing Mitosis Detection with a Fifth of the MIDOG 2022 Dataset., and . CoRR, (2023)Deformable image registration using convolutional neural networks., , , , and . Medical Imaging: Image Processing, volume 10574 of SPIE Proceedings, page 105740S. SPIE, (2018)Rotation Invariance and Extensive Data Augmentation: A Strategy for the MItosis DOmain Generalization (MIDOG) Challenge., and . MIDOG/MOOD/Learn2Reg@MICCAI, volume 13166 of Lecture Notes in Computer Science, page 62-67. Springer, (2021)Towards IID representation learning and its application on biomedical data., , , , and . MIDL, volume 172 of Proceedings of Machine Learning Research, page 1375-1402. PMLR, (2022)Detecting Cells in Histopathology Images with a ResNet Ensemble Model., and . GRAIL/OCELOT@MICCAI, volume 14373 of Lecture Notes in Computer Science, page 123-129. Springer, (2023)Enhancing Local Context of Histology Features in Vision Transformers., , , , , , , and . AIIIMA/MIABID@MICCAI, volume 13602 of Lecture Notes in Computer Science, page 154-163. Springer, (2022)