A Step Toward More Inclusive People Annotations for Fairness

A Step Toward More Inclusive People Annotations for Fairness

5 May 2021

Candice Schumann

Papers citing "A Step Toward More Inclusive People Annotations for Fairness"

13 / 13 papers shown

Title
Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs) Leander Girrbach Yiran Huang Stephan Alaniz Trevor Darrell Zeynep Akata VLM 51 2 0 25 Oct 2024
Situated Ground Truths: Enhancing Bias-Aware AI by Situating Data Labels with SituAnnotate Delfina Sol Martinez Pandiani Valentina Presutti 24 1 0 10 Jun 2024
Generalized People Diversity: Learning a Human Perception-Aligned Diversity Representation for People Images Hansa Srinivasan Candice Schumann Aradhana Sinha David Madras Gbolahan O. Olanubi Alex Beutel Susanna Ricco Jilin Chen 40 5 0 25 Jan 2024
Semantic and Expressive Variation in Image Captions Across Languages Andre Ye Sebastin Santy Jena D. Hwang Amy X. Zhang Ranjay Krishna VLM 67 3 0 22 Oct 2023
PaLI-3 Vision Language Models: Smaller, Faster, Stronger Xi Chen Xiao Wang Lucas Beyer Alexander Kolesnikov Jialin Wu ... Keran Rong Tianli Yu Daniel Keysers Xiao-Qi Zhai Radu Soricut MLLM VLM 41 94 0 13 Oct 2023
Ground Truth Or Dare: Factors Affecting The Creation Of Medical Datasets For Training AI H. D. Zając Natalia-Rozalia Avlona T. O. Andersen F. Kensing Irina Shklovski 27 17 0 12 Aug 2023
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity Melissa Hall Candace Ross Adina Williams Nicolas Carion M. Drozdzal Adriana Romero Soriano EGVM 29 5 0 11 Aug 2023
PaLI-X: On Scaling up a Multilingual Vision and Language Model Xi Chen Josip Djolonga Piotr Padlewski Basil Mustafa Soravit Changpinyo ... Mojtaba Seyedhosseini A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut VLM 76 190 0 29 May 2023
Consensus and Subjectivity of Skin Tone Annotation for ML Fairness Candice Schumann Gbolahan O. Olanubi Auriel Wright Ellis P. Monk Courtney Heldreth Susanna Ricco 30 21 0 16 May 2023
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 116 6,867 0 05 Apr 2023
Overwriting Pretrained Bias with Finetuning Data Angelina Wang Olga Russakovsky 31 30 0 10 Mar 2023
Addressing Bias in Face Detectors using Decentralised Data collection with incentives M. Ahan Robin Lehmann R. Blythman FedML CVBM 23 0 0 28 Oct 2022
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 233 676 0 17 Feb 2018