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

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

5 December 2017

Adam Kortylewski

Andreas C. Schneider

Andreas Morel-Forster

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

17 / 17 papers shown

Title
A Bayesian Approach to OOD Robustness in Image Classification Prakhar Kaushik Adam Kortylewski Alan Yuille 26 1 0 12 Mar 2024
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 31 18 0 03 Oct 2023
PoseExaminer: Automated Testing of Out-of-Distribution Robustness in Human Pose and Shape Estimation Qihao Liu Adam Kortylewski Alan Yuille OODD 46 12 0 13 Mar 2023
Linking convolutional kernel size to generalization bias in face analysis CNNs Hao Liang J. O. Caro Vikram Maheshri Ankit B. Patel Guha Balakrishnan CVBM CML 23 0 0 07 Feb 2023
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing Nataniel Ruiz Sarah Adel Bargal Cihang Xie Kate Saenko Stan Sclaroff ViT 39 5 0 29 Nov 2022
The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look Manideep Kolla Aravinth Savadamuthu CVBM 32 11 0 26 Nov 2022
Human Body Measurement Estimation with Adversarial Augmentation Nataniel Ruiz Míriam Bellver Timo Bolkart Ambuj Arora Ming-Chia Lin Javier Romero Raj Bala 3DH 39 3 0 11 Oct 2022
Causality-Inspired Taxonomy for Explainable Artificial Intelligence Pedro C. Neto Tiago B. Gonccalves João Ribeiro Pinto W. Silva Ana F. Sequeira Arun Ross Jaime S. Cardoso XAI 43 12 0 19 Aug 2022
Synthetic Data in Human Analysis: A Survey Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch F. Brémond A. Dantcheva 40 46 0 19 Aug 2022
Towards Inclusive HRI: Using Sim2Real to Address Underrepresentation in Emotion Expression Recognition Saba Akhyani Mehryar Abbasi Boroujeni Mo Chen Angelica Lim 44 4 0 15 Aug 2022
SCAMPS: Synthetics for Camera Measurement of Physiological Signals Daniel J. McDuff Miah Wander Xin Liu B. Hill Javier Hernández Jonathan Lester T. Baltrušaitis 37 39 0 08 Jun 2022
OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images Bingchen Zhao Shaozuo Yu Wufei Ma M. Yu Shenxiao Mei Angtian Wang Ju He Alan Yuille Adam Kortylewski 31 53 0 29 Nov 2021
Discover the Unknown Biased Attribute of an Image Classifier Zhiheng Li Chenliang Xu 30 50 0 29 Apr 2021
Synthetic Humans for Action Recognition from Unseen Viewpoints Gül Varol Ivan Laptev Cordelia Schmid Andrew Zisserman 33 96 0 09 Dec 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Characterizing Bias in Classifiers using Generative Models Daniel J. McDuff Shuang Ma Yale Song Ashish Kapoor 31 47 0 30 May 2019
Training Deep Face Recognition Systems with Synthetic Data Adam Kortylewski Andreas C. Schneider Thomas Gerig Bernhard Egger Andreas Morel-Forster T. Vetter 42 48 0 16 Feb 2018