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Learning Semantics-Enriched Representation via Self-discovery, Self-classification, and Self-restoration.

, , , , и . MICCAI (1), том 12261 из Lecture Notes in Computer Science, стр. 137-147. Springer, (2020)

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Said Haghighi

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Fatemeh Nauth

 

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Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning., , , , и . CoRR, (2021)Stacking ensemble model of deep learning and its application to Persian/Arabic handwritten digits recognition., и . Knowl. Based Syst., (2021)Self-supervised Learning for Segmentation and Quantification of Dopamine Neurons in Parkinson's Disease., , , , , , , и . CoRR, (2023)Learning Semantics-Enriched Representation via Self-discovery, Self-classification, and Self-restoration., , , , и . MICCAI (1), том 12261 из Lecture Notes in Computer Science, стр. 137-147. Springer, (2020)POPAR: Patch Order Prediction and Appearance Recovery for Self-supervised Medical Image Analysis., , , , , , и . DART@MICCAI, том 13542 из Lecture Notes in Computer Science, стр. 77-87. Springer, (2022)CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging., , , и . MIDL, том 172 из Proceedings of Machine Learning Research, стр. 535-551. PMLR, (2022)Benchmarking and Boosting Transformers for Medical Image Classification., , , , , , и . DART@MICCAI, том 13542 из Lecture Notes in Computer Science, стр. 12-22. Springer, (2022)A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis., , , , и . DART/FAIR@MICCAI, том 12968 из Lecture Notes in Computer Science, стр. 3-13. Springer, (2021)DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis., , , и . CVPR, стр. 20792-20802. IEEE, (2022)Methyl-Analyzer - whole genome DNA methylation profiling., , и . Bioinform., 27 (16): 2296-2297 (2011)