Men Also Do Laundry: Multi-Attribute Bias Amplification

Men Also Do Laundry: Multi-Attribute Bias Amplification

21 October 2022

Jerone T. A. Andrews

Papers citing "Men Also Do Laundry: Multi-Attribute Bias Amplification"

16 / 16 papers shown

Title
Active Data Sampling and Generation for Bias Remediation Antonio Maratea Rita Perna 64 0 0 26 Mar 2025
Measuring directional bias amplification in image captions using predictability Rahul Nair Bhanu Tokas Neel Shah Hannah Kerner 41 0 0 10 Mar 2025
Efficient Bias Mitigation Without Privileged Information Mateo Espinosa Zarlenga Swami Sankaranarayanan Jerone T. A. Andrews Z. Shams M. Jamnik Alice Xiang 21 3 0 26 Sep 2024
Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes Yusuke Hirota Jerone T. A. Andrews Dora Zhao Orestis Papakyriakopoulos Apostolos Modas Yuta Nakashima Alice Xiang 28 4 0 04 Jul 2024
Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective Zhaotian Weng Zijun Gao Jerone Andrews Jieyu Zhao 28 0 0 03 Jul 2024
From Descriptive Richness to Bias: Unveiling the Dark Side of Generative Image Caption Enrichment Yusuke Hirota Ryo Hachiuma Chao-Han Huck Yang Yuta Nakashima VLM 28 3 0 20 Jun 2024
Addressing Discretization-Induced Bias in Demographic Prediction Evan Dong Aaron Schein Yixin Wang Nikhil Garg 27 3 0 27 May 2024
Harm Amplification in Text-to-Image Models Susan Hao Renee Shelby Yuchi Liu Hansa Srinivasan Mukul Bhutani Burcu Karagol Ayan Ryan Poplin Shivani Poddar Sarah Laszlo 34 7 0 01 Feb 2024
Adventures of Trustworthy Vision-Language Models: A Survey Mayank Vatsa Anubhooti Jain Richa Singh 9 4 0 07 Dec 2023
FACET: Fairness in Computer Vision Evaluation Benchmark Laura Gustafson Chloe Rolland Nikhila Ravi Quentin Duval Aaron B. Adcock Cheng-Yang Fu Melissa Hall Candace Ross VLM EGVM 16 36 0 31 Aug 2023
Model-Agnostic Gender Debiased Image Captioning Yusuke Hirota Yuta Nakashima Noa Garcia FaML 8 12 0 07 Apr 2023
Overwriting Pretrained Bias with Finetuning Data Angelina Wang Olga Russakovsky 8 29 0 10 Mar 2023
Ethical Considerations for Responsible Data Curation Jerone T. A. Andrews Dora Zhao William Thong Apostolos Modas Orestis Papakyriakopoulos Alice Xiang 11 19 0 07 Feb 2023
Discovering and Mitigating Visual Biases through Keyword Explanation Younghyun Kim Sangwoo Mo Minkyu Kim Kyungmin Lee Jaeho Lee Jinwoo Shin 26 30 0 26 Jan 2023
A Systematic Study of Bias Amplification Melissa Hall L. V. D. van der Maaten Laura Gustafson Maxwell Jones Aaron B. Adcock 89 69 0 27 Jan 2022
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014