Towards Geographic Inclusion in the Evaluation of Text-to-Image Models

7 May 2024

Papers citing "Towards Geographic Inclusion in the Evaluation of Text-to-Image Models"

7 / 7 papers shown

Title
On Improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models Tariq Berrada Ifriqi Pietro Astolfi Melissa Hall Reyhane Askari Hemmat Yohann Benchetrit ... Matthew Muckley Karteek Alahari Adriana Romero Soriano Jakob Verbeek M. Drozdzal AI4CE VLM 45 3 0 05 Nov 2024
Decomposed evaluations of geographic disparities in text-to-image models Abhishek Sureddy Dishant Padalia Nandhinee Periyakaruppa Oindrila Saha Adina Williams Adriana Romero Soriano Megan Richards Polina Kirichenko Melissa Hall EGVM 11 0 0 17 Jun 2024
Holistic Evaluation of Text-To-Image Models Tony Lee Michihiro Yasunaga Chenlin Meng Yifan Mai Joon Sung Park ... Jun-Yan Zhu Fei-Fei Li Jiajun Wu Stefano Ermon Percy Liang 139 124 0 07 Nov 2023
Does Progress On Object Recognition Benchmarks Improve Real-World Generalization? Megan Richards Polina Kirichenko Diane Bouchacourt Mark Ibrahim VLM 64 11 0 24 Jul 2023
Pinpointing Why Object Recognition Performance Degrades Across Income Levels and Geographies Laura Gustafson Megan Richards Melissa Hall C. Hazirbas Diane Bouchacourt Mark Ibrahim 46 7 0 11 Apr 2023
The Vendi Score: A Diversity Evaluation Metric for Machine Learning Dan Friedman Adji Bousso Dieng EGVM 76 107 0 05 Oct 2022
Instance-Conditioned GAN Arantxa Casanova Marlene Careil Jakob Verbeek M. Drozdzal Adriana Romero Soriano GAN 193 132 0 10 Sep 2021