作者位次 #5/6NeurIPS 2026Poster
Predicting the Needle in a Petabyte Scale Haystack: Open-Vocabulary Event Anticipation in Satellite Imagery
Lekha Revankar · Mikhail Klassen · creon levit · Ash Hoover · Kavita Bala · Bharath Hariharan
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Lekha Revankar · Mikhail Klassen · creon levit · Ash Hoover · Kavita Bala · Bharath Hariharan
Chia-Hsiang Kao · Wenting Zhao · Cheryl Lam · Aarush Umap · Shreelekha Revankar · Samuel Speas · Snehal Bhagat · Rajeev Datta · Cheng Perng Phoo · Utkarsh Mall · Carl Vondrick · Kavita Bala · Bharath Hariharan
Earth Observation (EO) provides critical planetary data for environmental monitoring, disaster management, climate science, and other scientific domains. In this work we ask: Are AI systems ready for reliable Earth Observation? To answer this, we introduce UnivEARTH , a coding benchmark of 408 ye...