TIC-TAC: A Framework To Learn And Evaluate Your Covariance
TIC-TAC: A Framework To Learn And Evaluate Your Covariance

arXiv, 29th October 2023

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

Proceedings of the 2022 British Machine Vision Conference (BMVC)

Patent Filed by Mercedes-Benz AG, India Patent Office

Active LearningHuman Pose EstimationHand Pose EstimationKeypoint Estimation
Bayesian Uncertainty and Expected Gradient Length
Bayesian Uncertainty and Expected Gradient Length

Proceedings of the 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Uncertainty EstimationActive LearningHuman Pose Estimation
Mathematical Analysis Of Learning Loss
Mathematical Analysis Of Learning Loss

Proceedings of the 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Active LearningHuman Pose Estimation
LEt-SNE: Dimensionality Reduction
LEt-SNE: Dimensionality Reduction

Proceedings of the 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Dimensionality ReductionRepresentation Learning