Bias Amplification in Artificial Intelligence Systems

20 September 2018

Papers citing "Bias Amplification in Artificial Intelligence Systems"

14 / 14 papers shown

Title
IoT-LM: Large Multisensory Language Models for the Internet of Things Shentong Mo Russ Salakhutdinov Louis-Philippe Morency Paul Pu Liang MLLM 37 7 0 13 Jul 2024
ChatGPT as Research Scientist: Probing GPT's Capabilities as a Research Librarian, Research Ethicist, Data Generator and Data Predictor Steven A. Lehr Aylin Caliskan Suneragiri Liyanage M. Banaji 59 25 0 20 Jun 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 48 7 0 01 Feb 2024
MultiIoT: Benchmarking Machine Learning for the Internet of Things Shentong Mo Louis-Philippe Morency Russ Salakhutdinov Paul Pu Liang 40 1 0 10 Nov 2023
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation Zexue He Yu Wang An Yan Yao Liu Eric Y. Chang Amilcare Gentili Julian McAuley Chun-Nan Hsu ELM 89 14 0 21 Oct 2023
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis Raman Dutt Ondrej Bohdal Sotirios A. Tsaftaris Timothy M. Hospedales 29 14 0 08 Oct 2023
Fairness in AI and Its Long-Term Implications on Society Ondrej Bohdal Timothy M. Hospedales Philip Torr Fazl Barez 20 4 0 16 Apr 2023
The (de)biasing effect of GAN-based augmentation methods on skin lesion images Agnieszka Mikołajczyk Sylwia Majchrowska Sandra Carrasco Limeros MedIm 35 20 0 30 Jun 2022
Fairness and Explainability in Automatic Decision-Making Systems. A challenge for computer science and law Thierry Kirat Olivia Tambou Virginie Do A. Tsoukiás FaML 26 12 0 14 May 2022
Leashing the Inner Demons: Self-Detoxification for Language Models Canwen Xu Zexue He Zhankui He Julian McAuley 25 26 0 06 Mar 2022
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning Paul Pu Liang Yiwei Lyu Xiang Fan Zetian Wu Yun Cheng ... Peter Wu Michelle A. Lee Yuke Zhu Ruslan Salakhutdinov Louis-Philippe Morency VLM 37 159 0 15 Jul 2021
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data Paul Pu Liang Terrance Liu Anna Cai Michal Muszynski Ryo Ishii Nicholas B. Allen Randy P. Auerbach David Brent Ruslan Salakhutdinov Louis-Philippe Morency 40 16 0 24 Jun 2021
Demoting Racial Bias in Hate Speech Detection Mengzhou Xia Anjalie Field Yulia Tsvetkov 38 117 0 25 May 2020
Implications of Computer Vision Driven Assistive Technologies Towards Individuals with Visual Impairment Linda Wang A. Wong 27 5 0 20 May 2019