{"total":19,"rows":[{"id":"2304.07193","title":"DINOv2: Learning Robust Visual Features without Supervision","created":"2023-04-14","cited_by_count":7974,"area":null},{"id":"2305.18565","title":"PaLI-X: On Scaling up a Multilingual Vision and Language Model","created":"2023-05-29","cited_by_count":255,"area":null},{"id":"2401.14446","title":"Black-Box Access is Insufficient for Rigorous AI Audits","created":"2024-01-25","cited_by_count":126,"area":null},{"id":"2202.08360","title":"Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision","created":"2022-02-16","cited_by_count":80,"area":null},{"id":"2309.00035","title":"FACET: Fairness in Computer Vision Evaluation Benchmark","created":"2023-08-31","cited_by_count":58,"area":null},{"id":"2405.15613","title":"Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach","created":"2024-05-24","cited_by_count":50,"area":null},{"id":"2303.06167","title":"Overwriting Pretrained Bias with Finetuning Data","created":"2023-03-10","cited_by_count":32,"area":null},{"id":"2405.04457","title":"Towards Geographic Inclusion in the Evaluation of Text-to-Image Models","created":"2024-05-07","cited_by_count":16,"area":null},{"id":"2212.06641","title":"Simplicity Bias Leads to Amplified Performance Disparities","created":"2022-12-13","cited_by_count":11,"area":null},{"id":"2308.06198","title":"DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity","created":"2023-08-11","cited_by_count":9,"area":null},{"id":"2304.05391","title":"Pinpointing Why Object Recognition Performance Degrades Across Income Levels and Geographies","created":"2023-04-11","cited_by_count":6,"area":null},{"id":"2211.05809","title":"Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness","created":"2022-11-10","cited_by_count":5,"area":null},{"id":"2302.08572","title":"Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers","created":"2023-02-16","cited_by_count":5,"area":null},{"id":"2403.07687","title":"Annotations on a Budget: Leveraging Geo-Data Similarity to Balance Model Performance and Annotation Cost","created":"2024-03-12","cited_by_count":5,"area":null},{"id":"2303.04838","title":"The Casual Conversations v2 Dataset","created":"2023-03-08","cited_by_count":4,"area":null},{"id":"2401.01482","title":"Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition","created":"2024-01-03","cited_by_count":4,"area":null},{"id":"2307.10600","title":"Challenges and Solutions in AI for All","created":"2023-07-20","cited_by_count":3,"area":null},{"id":"2206.03234","title":"Disparate Conditional Prediction in Multiclass Classifiers","created":"2022-06-07","cited_by_count":0,"area":null},{"id":"2411.04696","title":"The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter","created":"2024-11-07","cited_by_count":0,"area":null}],"next_cursor":null}