Understanding and Mitigating Annotation Bias in Facial Expression Recognition

19 August 2021

Papers citing "Understanding and Mitigating Annotation Bias in Facial Expression Recognition"

47 / 47 papers shown

Title
From Deception to Perception: The Surprising Benefits of Deepfakes for Detecting, Measuring, and Mitigating Bias Yizhi Liu Balaji Padmanabhan Siva Viswanathan 47 0 0 16 Feb 2025
SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision Agriculture Andrew Heschl Mauricio Murillo Keyhan Najafian F. Maleki DiffM 36 1 0 05 Nov 2024
Balancing the Scales: Enhancing Fairness in Facial Expression Recognition with Latent Alignment S. A. Rizvi Aryan Seth Pratik Narang 26 0 0 25 Oct 2024
Towards Social AI: A Survey on Understanding Social Interactions Sangmin Lee Minzhi Li Bolin Lai Wenqi Jia Fiona Ryan ... Ozgur Kara Bikram Boote Weiyan Shi Diyi Yang James M. Rehg 39 4 0 05 Sep 2024
One-Frame Calibration with Siamese Network in Facial Action Unit Recognition Shuangquan Feng V. D. Sa CVBM 34 0 0 30 Aug 2024
Lookism: The overlooked bias in computer vision Aditya Gulati Bruno Lepri Nuria Oliver 30 1 0 21 Aug 2024
Fairness and Bias Mitigation in Computer Vision: A Survey Sepehr Dehdashtian Ruozhen He Yi Li Guha Balakrishnan Nuno Vasconcelos Vicente Ordonez Vishnu Naresh Boddeti 40 4 0 05 Aug 2024
Two in One Go: Single-stage Emotion Recognition with Decoupled Subject-context Transformer Xinpeng Li Teng Wang Jian Zhao Shuyi Mao Jinbao Wang Feng Zheng Xiaojiang Peng Xuelong Li 28 1 0 26 Apr 2024
The Power of Properties: Uncovering the Influential Factors in Emotion Classification Tim Buchner Niklas Penzel Orlando Guntinas-Lichius Joachim Denzler CVBM 23 3 0 11 Apr 2024
Emotic Masked Autoencoder with Attention Fusion for Facial Expression Recognition Bach Nguyen-Xuan Thien-Phuc Nguyen-Hoang Thanh-Huy Nguyen Nhu Tai-Do 34 4 0 19 Mar 2024
Exploring Facial Expression Recognition through Semi-Supervised Pretraining and Temporal Modeling Jun-chen Yu Zhihong Wei Zhongpeng Cai Gongpeng Zhao Zerui Zhang Yongqi Wang Guochen Xie Jichao Zhu Wangyuan Zhu CVBM 32 10 0 18 Mar 2024
Uncertainty-based Fairness Measures Selim Kuzucu Jiaee Cheong Hatice Gunes Sinan Kalkan UD PER 37 4 0 18 Dec 2023
From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Recognition in Videos Yin Chen Jia Li Shiguang Shan Meng Wang Richang Hong 46 32 0 09 Dec 2023
Addressing Racial Bias in Facial Emotion Recognition Alex Fan Xuesu Xiao Peter Washington 19 1 0 09 Aug 2023
PEANUT: A Human-AI Collaborative Tool for Annotating Audio-Visual Data Zheng Zhang Zheng Ning Chenliang Xu Yapeng Tian Toby Jia-Jun Li 59 6 0 27 Jul 2023
Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion James Z. Wang Sicheng Zhao Chenyan Wu Reginald B. Adams M. Newman T. Shafir Rachelle Tsachor 36 29 0 25 Jul 2023
Toward Fair Facial Expression Recognition with Improved Distribution Alignment Mojtaba Kolahdouzi Ali Etemad 24 1 0 11 Jun 2023
CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception Jiachen Sun Haizhong Zheng Qingzhao Zhang Atul Prakash Z. Morley Mao Chaowei Xiao SSL 16 10 0 01 Jun 2023
Fairness in Visual Clustering: A Novel Transformer Clustering Approach Xuan-Bac Nguyen C. Duong Marios Savvides Kaushik Roy Hugh Churchill Khoa Luu 37 9 0 14 Apr 2023
Bodily expressed emotion understanding through integrating Laban movement analysis Chenyan Wu Dolzodmaa Davaasuren T. Shafir Rachelle Tsachor James Z. Wang 32 6 0 05 Apr 2023
A View From Somewhere: Human-Centric Face Representations Jerone T. A. Andrews Przemyslaw K. Joniak Alice Xiang CVBM 24 9 0 30 Mar 2023
FER-former: Multi-modal Transformer for Facial Expression Recognition Yande Li Mingjie Wang Minglun Gong Y. Lu Li Liu 30 8 0 23 Mar 2023
Exploring Large-scale Unlabeled Faces to Enhance Facial Expression Recognition Jun-chen Yu Zhongpeng Cai Renda Li Gongpeng Zhao Guochen Xie Jichao Zhu Wangyuan Zhu CVBM 50 11 0 15 Mar 2023
Using Positive Matching Contrastive Loss with Facial Action Units to mitigate bias in Facial Expression Recognition Varsha Suresh Desmond C. Ong FaML CVBM 37 4 0 08 Mar 2023
Ethical Considerations for Responsible Data Curation Jerone T. A. Andrews Dora Zhao William Thong Apostolos Modas Orestis Papakyriakopoulos Alice Xiang 17 19 0 07 Feb 2023
Uncertain Facial Expression Recognition via Multi-task Assisted Correction Yang Liu Xingming Zhang Janne Kauttonen Guoying Zhao CVBM 33 14 0 14 Dec 2022
AU-Aware Vision Transformers for Biased Facial Expression Recognition Shuyi Mao Xinpeng Li Q. Wu Xiaojiang Peng ViT 33 2 0 12 Nov 2022
Debiasing Methods for Fairer Neural Models in Vision and Language Research: A Survey Otávio Parraga Martin D. Móre C. M. Oliveira Nathan Gavenski L. S. Kupssinskü Adilson Medronha L. V. Moura Gabriel S. Simões Rodrigo C. Barros 42 11 0 10 Nov 2022
Facial Action Unit Detection and Intensity Estimation from Self-supervised Representation Bowen Ma Rudong An Wei Zhang Yu-qiong Ding Zeng Zhao Rongsheng Zhang Tangjie Lv Changjie Fan Zhipeng Hu CVBM 62 19 0 28 Oct 2022
How to Boost Face Recognition with StyleGAN? Artem Sevastopolsky Yury Malkov N. Durasov L. Verdoliva Matthias Nießner PICV 23 13 0 18 Oct 2022
FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification Xiao-Ze Lin Seungbae Kim Jungseock Joo CVBM 37 38 0 22 Jul 2022
AU-Supervised Convolutional Vision Transformers for Synthetic Facial Expression Recognition Shuyi Mao Xinpeng Li Jun-Cheng Chen Xiaojiang Peng ViT 19 0 0 20 Jul 2022
SVGraph: Learning Semantic Graphs from Instructional Videos Madeline Chantry Schiappa Y. S. Rawat 17 4 0 16 Jul 2022
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation Jianwei Lin Jiatai Lin Chenghao Lu Hao Chen Huan Lin ... Biao Huang C. Liang Guoqiang Han Zaiyi Liu Chu Han MedIm 19 67 0 15 Jul 2022
Self-Supervised Learning for Videos: A Survey Madeline Chantry Schiappa Y. S. Rawat M. Shah SSL 36 131 0 18 Jun 2022
Uncertain Label Correction via Auxiliary Action Unit Graphs for Facial Expression Recognition Yang Liu Xingming Zhang Janne Kauttonen Guoying Zhao CVBM 40 16 0 23 Apr 2022
Mitigating Bias in Facial Analysis Systems by Incorporating Label Diversity Camila Kolling Victor Araujo Adriano Veloso S. Musse 25 3 0 13 Apr 2022
Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention Yu Yang Seung Wook Kim Jungseock Joo FAtt 11 17 0 10 Apr 2022
On Modality Bias Recognition and Reduction Yangyang Guo Liqiang Nie Harry Cheng Zhiyong Cheng Mohan S. Kankanhalli A. Bimbo 30 25 0 25 Feb 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 22 103 0 16 Jan 2022
Distill and De-bias: Mitigating Bias in Face Verification using Knowledge Distillation Prithviraj Dhar Joshua Gleason A. Roy Carlos D. Castillo P. Phillips Ramalingam Chellappa CVBM 17 7 0 17 Dec 2021
Deep Learning for Micro-expression Recognition: A Survey Yante Li Jinsheng Wei Yang Liu Janne Kauttonen Guoying Zhao 38 61 0 06 Jul 2021
Deep Learning Based Brain Tumor Segmentation: A Survey Zhihua Liu Lei Tong Zheheng Jiang Long Chen Feixiang Zhou Qianni Zhang Xiangrong Zhang Ling Li Huiyu Zhou 3DV 24 227 0 18 Jul 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 135 200 0 05 Mar 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,212 0 23 Aug 2019
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 145 1,280 0 23 Apr 2018
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,084 0 24 Oct 2016