← Search

Arslan Ali

2 accepted papers

2020

BioMetricNet: deep unconstrained face verification through learning of metrics regularized onto Gaussian distributions

ECCV 2020poster

We present BioMetricNet: a novel framework for deep unconstrained face verification which learns a regularized metric to compare facial features. Differently from popular methods such as FaceNet, the proposed approach does not impose any specific metric on facial features; instead, it shapes the dec…

Cited by 21SourcePDFScholar
2020

MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network

ICRA 2020poster

We present the MagNet, a neural network-based multi-agent interaction model to discover the governing dynamics and predict evolution of a complex multi-agent system from observations. We formulate a multi-agent system as a coupled non-linear network with a generic ordinary differential equation (ODE…

Cited by 4SourcecodeScholar