Annotations on a Budget: Leveraging Geo-Data Similarity to Balance Model
Performance and Annotation CostInternational Conference on Language Resources and Evaluation (LREC), 2024 |
Black-Box Access is Insufficient for Rigorous AI AuditsConference on Fairness, Accountability and Transparency (FAccT), 2024 |
Incorporating Geo-Diverse Knowledge into Prompting for Increased
Geographical Robustness in Object RecognitionComputer Vision and Pattern Recognition (CVPR), 2024 |
FACET: Fairness in Computer Vision Evaluation BenchmarkIEEE International Conference on Computer Vision (ICCV), 2023 |
Overwriting Pretrained Bias with Finetuning DataIEEE International Conference on Computer Vision (ICCV), 2023 |
Simplicity Bias Leads to Amplified Performance DisparitiesConference on Fairness, Accountability and Transparency (FAccT), 2022 |
ClusterFit: Improving Generalization of Visual RepresentationsComputer Vision and Pattern Recognition (CVPR), 2019 |