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cs.LG2025★ 1 cited
Scalable Geospatial Data Generation Using AlphaEarth Foundations Model
Luc Houriez, Sebastian Pilarski, Behzad Vahedi +11
High-quality labeled geospatial datasets are essential for extracting insights and understanding our planet. Unfortunately, these datasets often do not span the entire globe and ar…
cs.LG2024
LMD3: Language Model Data Density Dependence
John Kirchenbauer, Garrett Honke, Gowthami Somepalli +5
We develop a methodology for analyzing language model task performance at the individual example level based on training data density estimation. Experiments with paraphrasing as a…