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User corrections of AI agents are a goldmine: Echo shows how to automatically transform these noisy interactions into a 10% absolute improvement in code completion acceptance rates.
Achieve state-of-the-art small object detection by explicitly preserving fine-grained structural details and modeling global relations, even in complex backgrounds.
A class-dependent reward Transformer model beats NASA's solar flare predictions, but only when fed the right "knowledge-informed" features.