Search Results for author: Arslan Ali

Found 5 papers, 1 papers with code

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

no code implementations ECCV 2020 Arslan Ali, Matteo Testa, Tiziano Bianchi, Enrico Magli

We present BioMetricNet: a novel framework for deep unconstrained face verification which learns a regularized metric to compare facial features.

Face Verification

MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network

1 code implementation24 Jan 2020 Priyabrata Saha, Arslan Ali, Burhan A. Mudassar, Yun Long, Saibal Mukhopadhyay

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.

Learning mappings onto regularized latent spaces for biometric authentication

no code implementations20 Nov 2019 Matteo Testa, Arslan Ali, Tiziano Bianchi, Enrico Magli

Differently from other methods, RegNet learns a mapping of the input biometric traits onto a target distribution in a well-behaved space in which users can be separated by means of simple and tunable boundaries.

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