Megh Shukla
Research Posts About CV
TIC-TAC: A Framework for Improved Covariance Estimation in Deep Heteroscedastic Regression
TIC-TAC: A Framework for Improved Covariance Estimation in Deep Heteroscedastic Regression

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PhD ThesisDeep Regression (Method)Uncertainty EstimationProbabilistic Human Pose Estimation

Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression
Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression

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PhD ThesisDeep Regression (Method)Uncertainty EstimationProbabilistic Human Pose Estimation

MotionMap: Representing Multimodality in Human Pose Forecasting
MotionMap: Representing Multimodality in Human Pose Forecasting

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PhD ThesisDeep Regression (Application)Human Pose Forecasting

Bayesian Uncertainty and Expected Gradient Length
Bayesian Uncertainty and Expected Gradient Length

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Uncertainty EstimationActive LearningHuman Pose Estimation

VL4Pose: Active Learning Through Out Of Distribution Detection For Pose Estimation
VL4Pose: Active Learning Through Out Of Distribution Detection For Pose Estimation

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Active LearningProbabilistic Human Pose Estimation

LEt-SNE: Dimensionality Reduction
LEt-SNE: Dimensionality Reduction

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Master ThesisDimensionality ReductionRepresentation Learning

Mathematical Analysis Of Learning Loss
Mathematical Analysis Of Learning Loss

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Deep Regression (Application)Uncertainty EstimationActive Learning

by Megh Shukla