Empirically Analyzing the Effect of Dataset Biases on Deep Face
Recognition Systems

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Empirically Analyzing the Effect of Dataset Biases on Deep Face Recognition Systems

5 December 2017

Adam Kortylewski

Andreas C. Schneider

Andreas Morel-Forster

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Papers citing "Empirically Analyzing the Effect of Dataset Biases on Deep Face Recognition Systems"

16 / 16 papers shown

Title
A Bayesian Approach to OOD Robustness in Image Classification Prakhar Kaushik Adam Kortylewski Alan Yuille 61 2 0 12 Mar 2024
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 177 4,596 0 26 Oct 2017
Morphable Face Models - An Open Framework Thomas Gerig Andreas Morel-Forster Clemens Blumer Bernhard Egger M. Lüthi Sandro Schönborn T. Vetter CVBM 3DH 57 269 0 25 Sep 2017
Opening the Black Box of Deep Neural Networks via Information Ravid Shwartz-Ziv Naftali Tishby AI4CE 103 1,410 0 02 Mar 2017
A Comprehensive Analysis of Deep Learning Based Representation for Face Recognition Mostafa Mehdipour-Ghazi H. K. Ekenel CVBM 72 140 0 09 Jun 2016
Virtual Worlds as Proxy for Multi-Object Tracking Analysis Adrien Gaidon Qiao Wang Yohann Cabon E. Vig 77 1,073 0 20 May 2016
Group Equivariant Convolutional Networks Taco S. Cohen Max Welling BDL 169 1,941 0 24 Feb 2016
The MegaFace Benchmark: 1 Million Faces for Recognition at Scale Ira Kemelmacher-Shlizerman S. M. Seitz Daniel Miller Evan Brossard CVBM 85 862 0 02 Dec 2015
A Light CNN for Deep Face Representation with Noisy Labels Xiang Wu Ran He Zhenan Sun Tieniu Tan CVBM 90 1,072 0 09 Nov 2015
An Empirical Evaluation of Current Convolutional Architectures' Ability to Manage Nuisance Location and Scale Variability Nikolaos Karianakis Jingming Dong Stefano Soatto 44 15 0 26 May 2015
DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving Chenyi Chen Ari Seff A. Kornhauser Jianxiong Xiao 99 1,765 0 01 May 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 379 13,145 0 12 Mar 2015
Learning Rich Features from RGB-D Images for Object Detection and Segmentation Saurabh Gupta Ross B. Girshick Pablo Arbeláez Jitendra Malik ObjD 127 1,561 0 22 Jul 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 274 14,711 0 20 Jun 2014
Return of the Devil in the Details: Delving Deep into Convolutional Nets Ken Chatfield Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 218 3,418 0 14 May 2014
Describing Textures in the Wild Mircea Cimpoi Subhransu Maji Iasonas Kokkinos S. Mohamed Andrea Vedaldi 3DV 138 2,674 0 14 Nov 2013

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