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SimCLR Visually Explained

5 minute read

Published:

This blog post serves as a primer for SimCLR, a framework for self-supervised visual representation learning using contrastive learning.

Fig.: Architecture of SimCLR

publications

A Fuzzy Constraint Based Outlier Detection Method

V. Sharma, A. Nagpal, and B. Tripathy, “A Fuzzy Constraint Based Outlier Detection Method,” in Intelligent Computing Methodologies, Cham, 2019, pp. 515–527.

High Dimensional Fuzzy Outlier Detection

V. Sharma and B. K. Tripathy, “High Dimensional Fuzzy Outlier Detection,” vol. 16, no. 1, p. 11.

AxonDeepSeg: Automatic Myelin and Axon Segmentation Using Deep Learning

Sharma, V., Boudreau, M., Asenov, S., Bourget, M.H., Zaimi, A., & Cohen-Adad, J. (2020). AxonDeepSeg: Automatic Myelin and Axon Segmentation Using Deep Learning. In Organization for Human Brain Mapping (OHBM) 2020.

Rapid, automated nerve histomorphometry through open-source artificial intelligence

Daeschler, S.C., Bourget, MH., Derakhshan, D., Sharma V., et al. Rapid, automated nerve histomorphometry through open-source artificial intelligence. Sci Rep 12, 5975 (2022).

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