Using Positive Matching Contrastive Loss with Facial Action Units to
mitigate bias in Facial Expression Recognition

Using Positive Matching Contrastive Loss with Facial Action Units to mitigate bias in Facial Expression Recognition

8 March 2023

Papers citing "Using Positive Matching Contrastive Loss with Facial Action Units to mitigate bias in Facial Expression Recognition"

18 / 18 papers shown

Title
Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification Varsha Suresh Desmond C. Ong VLM 97 83 0 12 Sep 2021
BiaSwap: Removing dataset bias with bias-tailored swapping augmentation Eungyeup Kim Jihyeon Janel Lee Jaegul Choo 58 88 0 23 Aug 2021
Characterizing Intersectional Group Fairness with Worst-Case Comparisons A. Ghosh Lea Genuit Mary Reagan FaML 110 53 0 05 Jan 2021
Gradient Starvation: A Learning Proclivity in Neural Networks Mohammad Pezeshki Sekouba Kaba Yoshua Bengio Aaron Courville Doina Precup Guillaume Lajoie MLT 111 266 0 18 Nov 2020
Learning explanations that are hard to vary Giambattista Parascandolo Alexander Neitz Antonio Orvieto Luigi Gresele Bernhard Schölkopf FAtt 58 184 0 01 Sep 2020
Investigating Bias and Fairness in Facial Expression Recognition Tian Xu J. White Sinan Kalkan Hatice Gunes CVBM 71 165 0 20 Jul 2020
$J$\hat{\text{A}}$A-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention$ J $\hat{\text{A}}$ A-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention Zhiwen Shao Zhilei Liu Jianfei Cai Lizhuang Ma CVBM 60 137 0 18 Mar 2020
Towards Fairer Datasets: Filtering and Balancing the Distribution of the People Subtree in the ImageNet Hierarchy Kaiyu Yang Klint Qinami Li Fei-Fei Jia Deng Olga Russakovsky 108 320 0 16 Dec 2019
Learning De-biased Representations with Biased Representations Hyojin Bahng Sanghyuk Chun Sangdoo Yun Jaegul Choo Seong Joon Oh OOD 372 279 0 07 Oct 2019
Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations Peixiang Zhong Di Wang Chunyan Miao 49 269 0 24 Sep 2019
RUBi: Reducing Unimodal Biases in Visual Question Answering Rémi Cadène Corentin Dancette H. Ben-younes Matthieu Cord Devi Parikh CML 83 373 0 24 Jun 2019
Facial Motion Prior Networks for Facial Expression Recognition Yuedong Chen Jianfeng Wang Shikai Chen Zhongchao Shi Jianfei Cai CVBM 42 79 0 23 Feb 2019
50 Years of Test (Un)fairness: Lessons for Machine Learning Ben Hutchinson Margaret Mitchell AILaw FaML 59 359 0 25 Nov 2018
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings Mohsan S. Alvi Andrew Zisserman C. Nellåker FaML 112 248 0 06 Sep 2018
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 375 681 0 17 Feb 2018
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 93 2,630 0 23 Oct 2017
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 213 4,305 0 07 Oct 2016
Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition? Pooya Khorrami T. Paine Thomas S. Huang CVBM 59 267 0 10 Oct 2015