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"

12 / 12 papers shown

Title
A Bayesian Approach to OOD Robustness in Image Classification Prakhar Kaushik Adam Kortylewski Alan L. 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
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing Nataniel Ruiz Sarah Adel Bargal Cihang Xie Kate Saenko Stan Sclaroff ViT 36 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 23 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 37 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 33 12 0 19 Aug 2022
Synthetic Data in Human Analysis: A Survey Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch F. Brémond A. Dantcheva 35 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 36 4 0 15 Aug 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
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 34 48 0 16 Feb 2018