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Contrastive learning meets transfer learning: a case study in medical image analysis.

Y. Lu, A. Jha, R. Deng, и Y. Huo. Medical Imaging: Computer-Aided Diagnosis, том 12033 из SPIE Proceedings, SPIE, (2022)

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Yuzhe Tang

Lu Lu

Longpei Lü

Chengping Lu

Hongtao Lu

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Characterizing Out-of-Distribution Error via Optimal Transport.Y. Lu, Y. Qin, R. Zhai, A. Shen, K. Chen, Z. Wang, S. Kolouri, S. Stepputtis, J. Campbell, и K. Sycara. CoRR, (2023)Wasserstein Task Embedding for Measuring Task Similarities.X. Liu, Y. Bai, Y. Lu, A. Soltoggio, и S. Kolouri. CoRR, (2022)Teaching Networks to Solve Optimization Problems.X. Liu, Y. Lu, A. Abbasi, M. Li, J. Mohammadi, и S. Kolouri. IEEE Access, (2024)Contrastive learning meets transfer learning: a case study in medical image analysis.Y. Lu, A. Jha, R. Deng, и Y. Huo. Medical Imaging: Computer-Aided Diagnosis, том 12033 из SPIE Proceedings, SPIE, (2022)Improve global glomerulosclerosis classification with imbalanced data using CircleMix augmentation.Y. Lu, H. Yang, Z. Zhu, R. Deng, A. Fogo, и Y. Huo. Medical Imaging: Image Processing, том 11596 из SPIE Proceedings, SPIE, (2021)Predicting Out-of-Distribution Error with Confidence Optimal Transport.Y. Lu, Z. Wang, R. Zhai, S. Kolouri, J. Campbell, и K. Sycara. CoRR, (2023)Circle Representation for Medical Object Detection.E. Nguyen, H. Yang, R. Deng, Y. Lu, Z. Zhu, J. Roland, L. Lu, B. Landman, A. Fogo, и Y. Huo. IEEE Trans. Medical Imaging, 41 (3): 746-754 (2022)SimTriplet: Simple Triplet Representation Learning with a Single GPU.Q. Liu, P. Louis, Y. Lu, A. Jha, M. Zhao, R. Deng, T. Yao, J. Roland, H. Yang, S. Zhao и 2 other автор(ы). MICCAI (2), том 12902 из Lecture Notes in Computer Science, стр. 102-112. Springer, (2021)EasierPath: An Open-Source Tool for Human-in-the-Loop Deep Learning of Renal Pathology.Z. Zhu, Y. Lu, R. Deng, H. Yang, A. Fogo, и Y. Huo. iMIMIC/MIL3ID/LABELS@MICCAI, том 12446 из Lecture Notes in Computer Science, стр. 214-222. Springer, (2020)Map3D: Registration-Based Multi-Object Tracking on 3D Serial Whole Slide Images.R. Deng, H. Yang, A. Jha, Y. Lu, P. Chu, A. Fogo, и Y. Huo. IEEE Trans. Medical Imaging, 40 (7): 1924-1933 (2021)

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