85 citations · 214 across the 16 of their papers we have counts for
4 papers · 1 filter
Maximum Entropy Binary Encoding for Face Template Protection
Rohit Kumar Pandey, Yingbo Zhou, Bhargava Urala Kota +1
In this paper we present a framework for secure identification using deep neural networks, and apply it to the task of template protection for face authentication. We use deep conv…
Deep Secure Encoding: An Application to Face Recognition
Rohit Pandey, Yingbo Zhou, Venu Govindaraju
In this paper we present Deep Secure Encoding: a framework for secure classification using deep neural networks, and apply it to the task of biometric template protection for faces…
Virtual Networks and Poverty Analysis in Senegal
Neeti Pokhriyal, Wen Dong, Venu Govindaraju
Do today's communication technologies hold potential to alleviate poverty? The mobile phone's accessibility and use allows us with an unprecedented volume of data on social interac…
Why Regularized Auto-Encoders learn Sparse Representation?
Devansh Arpit, Yingbo Zhou, Hung Ngo +1
While the authors of Batch Normalization (BN) identify and address an important problem involved in training deep networks-- \textit{Internal Covariate Shift}-- the current solutio…