Pablo Arbeláez

Towards Assessing and Characterizing the Semantic Robustness of Face Recognition

2022 · arXiv (Cornell University)

Deep Neural Networks (DNNs) lack robustness against imperceptible perturbations to their input. Face Recognition Models (FRMs) based on DNNs inherit this vulnerability. We propose a methodology for assessing and characterizing the robustness of FRMs against …

EgoCast: Forecasting Egocentric Human Pose in the Wild

2024 · arXiv (Cornell University)

Accurately estimating and forecasting human body pose is important for enhancing the user's sense of immersion in Augmented Reality. Addressing this need, our paper introduces EgoCast, a bimodal method for 3D human pose forecasting using …