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William Thong

2 accepted papers

2023

Ethical Considerations for Responsible Data Curation

NeurIPS 2023oral

Human-centric computer vision (HCCV) data curation practices often neglect privacy and bias concerns, leading to dataset retractions and unfair models. HCCV datasets constructed through nonconsensual web scraping lack crucial metadata for comprehensive fairness and robustness evaluations. Current re…