Search Results for author: Rahul M. V

Found 3 papers, 2 papers with code

Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation

no code implementations24 Jun 2020 Jogendra Nath Kundu, Siddharth Seth, Rahul M. V, Mugalodi Rakesh, R. Venkatesh Babu, Anirban Chakraborty

However, generalizability of human pose estimation models developed using supervision on large-scale in-studio datasets remains questionable, as these models often perform unsatisfactorily on unseen in-the-wild environments.

3D Human Pose Estimation 3D Pose Estimation +2

Universal Source-Free Domain Adaptation

1 code implementation CVPR 2020 Jogendra Nath Kundu, Naveen Venkat, Rahul M. V, R. Venkatesh Babu

1) In the Procurement stage, we aim to equip the model for future source-free deployment, assuming no prior knowledge of the upcoming category-gap and domain-shift.

Domain Adaptation

Towards Inheritable Models for Open-Set Domain Adaptation

1 code implementation CVPR 2020 Jogendra Nath Kundu, Naveen Venkat, Ambareesh Revanur, Rahul M. V, R. Venkatesh Babu

Addressing this, we introduce a practical DA paradigm where a source-trained model is used to facilitate adaptation in the absence of the source dataset in future.

Domain Adaptation

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