Exploring Social Bias in Downstream Applications of Text-to-Image
Foundation Models

Exploring Social Bias in Downstream Applications of Text-to-Image Foundation Models

5 December 2023

Adhithya Saravanan

Rafal Kocielnik

Papers citing "Exploring Social Bias in Downstream Applications of Text-to-Image Foundation Models"

10 / 10 papers shown

Title
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 93 16 0 17 Jan 2025
KAHANI: Culturally-Nuanced Visual Storytelling Tool for Non-Western Cultures Hamna Deepthi Sudharsan Agrima Seth Ritvik Budhiraja Deepika Khullar Vyshak Jain Kalika Bali Aditya Vashistha Sameer Segal DiffM 34 0 0 25 Oct 2024
In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models Pengrui Han Peiyang Song Haofei Yu Jiaxuan You ReLM LRM 19 1 0 23 Sep 2024
Building an Ethical and Trustworthy Biomedical AI Ecosystem for the Translational and Clinical Integration of Foundational Models Simha Sankar Baradwaj Destiny Gilliland Jack Rincon Henning Hermjakob Yu Yan ... Dean Wang Karol Watson Alex Bui Wei Wang Peipei Ping 32 5 0 18 Jul 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 4 0 01 Feb 2024
Social Biases through the Text-to-Image Generation Lens Ranjita Naik Besmira Nushi 89 111 0 30 Mar 2023
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 320 1,570 0 10 Nov 2021
Intersectional Bias in Causal Language Models Liam Magee Lida Ghahremanlou K. Soldatić S. Robertson 186 30 0 16 Jul 2021
Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset Matthew Groh Caleb Harris L. Soenksen Felix Lau Rachel Han Aerin Kim A. Koochek Omar Badri 94 178 0 20 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021