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Megh Shukla's Projects

activelearningforhumanpose icon activelearningforhumanpose

Author implementations for VL4Pose, EGL++ and LearningLoss++, and "unofficial" implementations of various active learning algorithms for human pose estimation!

data-preprocessing-ml-python-3 icon data-preprocessing-ml-python-3

Processing Data with class imbalances, missing values for Machine Learning applications. Use of cross-validation and it's limitations

let-sne icon let-sne

Dimensionality Reduction and visualization technique that compensates for the curse of dimensionality (ICASSP '20)

tic-tac icon tic-tac

Code repository for "TIC-TAC: How To Learn And Evaluate Your Covariance". We derive the TIC: Taylor Induced Covariance and show that incorporating the gradient and curvature results in better covariance predictions. We also propose TAC: Task Agnostic Correlations, a new metric to quantitatively evaluate the covariance.

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