DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity

11 August 2023

Papers citing "DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity"

9 / 9 papers shown

Title
OATH: Efficient and Flexible Zero-Knowledge Proofs of End-to-End ML Fairness Olive Franzese Ali Shahin Shamsabadi Hamed Haddadi 28 3 0 17 Sep 2024
Consistency-diversity-realism Pareto fronts of conditional image generative models Pietro Astolfi Marlene Careil Melissa Hall Oscar Manas Matthew Muckley Jakob Verbeek Adriana Romero Soriano M. Drozdzal 51 10 0 14 Jun 2024
Stable Diffusion Exposed: Gender Bias from Prompt to Image Yankun Wu Yuta Nakashima Noa Garcia 28 16 0 05 Dec 2023
Feedback-guided Data Synthesis for Imbalanced Classification Reyhane Askari Hemmat Mohammad Pezeshki Florian Bordes M. Drozdzal Adriana Romero Soriano SyDa 17 19 0 29 Sep 2023
Does Progress On Object Recognition Benchmarks Improve Real-World Generalization? Megan Richards Polina Kirichenko Diane Bouchacourt Mark Ibrahim VLM 68 13 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 56 7 0 11 Apr 2023
The Vendi Score: A Diversity Evaluation Metric for Machine Learning Dan Friedman Adji Bousso Dieng EGVM 91 109 0 05 Oct 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 76 129 0 18 May 2022
Instance-Conditioned GAN Arantxa Casanova Marlene Careil Jakob Verbeek M. Drozdzal Adriana Romero Soriano GAN 206 133 0 10 Sep 2021