DeepFace: Closing the Gap to Human-Level Performance in Face Verification

ImageNet Classification with Deep Convolutional Neural Networks

2012 • 67,909 citations

Gradient-based learning applied to document recognition

1998 • 49,688 citations

Learning representations by back-propagating errors

1986 • 25,825 citations

Learning Deep Architectures for AI

2009 • 6,498 citations

Face Description with Local Binary Patterns: Application to Face Recognition

2006 • 5,516 citations

Learning Deep Architectures for AI

2009 • 5,200 citations

Labeled Faces in the Wild: A Database forStudying Face Recognition in Unconstrained Environments

2008 • 4,593 citations

Learning a Similarity Metric Discriminatively, with Application to Face Verification

2005 • 3,527 citations

Large Scale Distributed Deep Networks

2012 • 3,003 citations

Face detection, pose estimation, and landmark localization in the wild

2012 • 2,143 citations

Face recognition in unconstrained videos with matched background similarity

2011 • 1,427 citations

Deep Convolutional Network Cascade for Facial Point Detection

2013 • 1,410 citations

Attribute and simile classifiers for face verification

2009 • 1,359 citations

Improving deep neural networks for LVCSR using rectified linear units and dropout

2013 • 1,252 citations

Blessing of Dimensionality: High-Dimensional Feature and Its Efficient Compression for Face Verification

2013 • 609 citations

Bayesian Face Revisited: A Joint Formulation

2012 • 457 citations

Fisher Vector Faces in the Wild

2013 • 455 citations

Learning hierarchical representations for face verification with convolutional deep belief networks

2012 • 407 citations

Unsupervised Joint Alignment of Complex Images

2007 • 344 citations

Synergistic Face Detection and Pose Estimation with Energy-Based Models

2007 • 280 citations

Learning to Align from Scratch

2012 • 267 citations

Towards Pose Robust Face Recognition

2013 • 203 citations

Probabilistic Elastic Matching for Pose Variant Face Verification

2013 • 200 citations

Synergistic Face Detection and Pose Estimation with Energy-Based Models

2006 • 197 citations

Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild

2013 • 194 citations

A Practical Transfer Learning Algorithm for Face Verification

2013 • 189 citations

Multiple One-Shots for Utilizing Class Label Information

2009 • 179 citations

Fast High Dimensional Vector Multiplication Face Recognition

2013 • 164 citations

Viewing Real-World Faces in 3D

2013 • 155 citations

Tom-vs-Pete Classifiers and Identity-Preserving Alignment for Face Verification

2012 • 137 citations

An introduction to the good, the bad, & the ugly face recognition challenge problem

2011 • 136 citations

The SVM-Minus Similarity Score for Video Face Recognition

2013 • 66 citations

Emergence of Complex-Like Cells in a Temporal Product Network with Local Receptive Fields

2010 • 63 citations

Volume structured ordinal features with background similarity measure for video face recognition

2013 • 52 citations

Leveraging Billions of Faces to Overcome Performance Barriers in Unconstrained Face Recognition

2011 • 42 citations

Synergistic face detection and pose estimation with energy-based models

2006 • 34 citations