Search Results for author: Muhammad Ahmed Chaudhry

Found 2 papers, 1 papers with code

Many-Shot In-Context Learning in Multimodal Foundation Models

1 code implementation16 May 2024 Yixing Jiang, Jeremy Irvin, Ji Hun Wang, Muhammad Ahmed Chaudhry, Jonathan H. Chen, Andrew Y. Ng

We show that batching up to 50 queries can lead to performance improvements under zero-shot and many-shot ICL, with substantial gains in the zero-shot setting on multiple datasets, while drastically reducing per-query cost and latency.

CloudTracks: A Dataset for Localizing Ship Tracks in Satellite Images of Clouds

no code implementations25 Jan 2024 Muhammad Ahmed Chaudhry, Lyna Kim, Jeremy Irvin, Yuzu Ido, Sonia Chu, Jared Thomas Isobe, Andrew Y. Ng, Duncan Watson-Parris

Anthropogenic emissions of aerosols can alter the albedo of clouds, but the extent of this effect, and its consequent impact on temperature change, remains uncertain.

Instance Segmentation Segmentation +1

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