Continuous Data Cycle via Foundation Models
Nadine Chang
2025 Tutorial
Abstract
Foundation models are being continuously integrated into applications like autonomous driving and diagnostics. This tutorial explores the data-model feedback loop: how foundation models affect data curation and vice versa. Talks cover leveraging foundation models to build efficient data engines, enhancing model performance, and addressing data relevance, scale, and quality.
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