Towards Measuring Fairness in AI: the Casual Conversations Dataset

Towards Measuring Fairness in AI: the Casual Conversations Dataset

6 April 2021

Brian Dolhansky

Cristian Canton Ferrer

Papers citing "Towards Measuring Fairness in AI: the Casual Conversations Dataset"

16 / 16 papers shown

Title
Training and Inference Efficiency of Encoder-Decoder Speech Models Piotr .Zelasko Kunal Dhawan Daniel Galvez Krishna C. Puvvada Ankita Pasad Nithin Rao Koluguri Ke Hu Vitaly Lavrukhin Jagadeesh Balam Boris Ginsburg 41 0 0 07 Mar 2025
Unveiling Biases while Embracing Sustainability: Assessing the Dual Challenges of Automatic Speech Recognition Systems Ajinkya Kulkarni Atharva Kulkarni Miguel Couceiro Isabel Trancoso 50 0 0 02 Mar 2025
MobilePortrait: Real-Time One-Shot Neural Head Avatars on Mobile Devices Jianwen Jiang Gaojie Lin Zhengkun Rong Chao Liang Yongming Zhu Jiaqi Yang Tianyun Zhong 3DH 80 8 0 08 Jul 2024
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark Li Lin Santosh Xin Eric Wang Shu Hu Shu Hu EGVM 81 11 0 02 Jun 2024
A structured regression approach for evaluating model performance across intersectional subgroups Christine Herlihy Kimberly Truong Alexandra Chouldechova Miroslav Dudik 36 4 0 26 Jan 2024
What Should Be Balanced in a "Balanced" Face Recognition Dataset? Haiyu Wu Kevin W. Bowyer CVBM 19 11 0 17 Apr 2023
Fairness in Visual Clustering: A Novel Transformer Clustering Approach Xuan-Bac Nguyen C. Duong Marios Savvides Kaushik Roy Hugh Churchill Khoa Luu 26 9 0 14 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 101 3,017 0 14 Apr 2023
Towards Measuring and Scoring Speaker Diarization Fairness Yannis Tevissen Jérôme Boudy Gérard Chollet Frédéric Petitpont 15 2 0 20 Feb 2023
FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification Xiao-Ze Lin Seungbae Kim Jungseock Joo CVBM 29 38 0 22 Jul 2022
Language technology practitioners as language managers: arbitrating data bias and predictive bias in ASR Nina Markl S. McNulty 22 9 0 25 Feb 2022
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision Priya Goyal Quentin Duval Isaac Seessel Mathilde Caron Ishan Misra Levent Sagun Armand Joulin Piotr Bojanowski VLM SSL 26 110 0 16 Feb 2022
Mitigating Dataset Harms Requires Stewardship: Lessons from 1000 Papers Kenny Peng Arunesh Mathur Arvind Narayanan 99 93 0 06 Aug 2021
A Survey on Bias in Visual Datasets Simone Fabbrizzi Symeon Papadopoulos Eirini Ntoutsi Y. Kompatsiaris 126 121 0 16 Jul 2021
Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs Solon Barocas Anhong Guo Ece Kamar J. Krones Meredith Ringel Morris Jennifer Wortman Vaughan Duncan Wadsworth Hanna M. Wallach 16 74 0 10 Mar 2021
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 129 200 0 05 Mar 2020