Domain Generalization for Domain-Linked Classes

no code implementations • 1 Jun 2023 • Kimathi Kaai, Saad Hossain, Sirisha Rambhatla

This requires a class to be expressed in multiple domains for the learning algorithm to break the spurious correlations between domain and class.

Domain Generalization

Building Spatio-temporal Transformers for Egocentric 3D Pose Estimation

no code implementations • 9 Jun 2022 • JinMan Park, Kimathi Kaai, Saad Hossain, Norikatsu Sumi, Sirisha Rambhatla, Paul Fieguth

Egocentric 3D human pose estimation (HPE) from images is challenging due to severe self-occlusions and strong distortion introduced by the fish-eye view from the head mounted camera.

3D Human Pose Estimation 3D Pose Estimation