Search Results for author: Kesavan Venkatesh

Found 2 papers, 0 papers with code

Deep Distilling: automated code generation using explainable deep learning

no code implementations16 Nov 2021 Paul J. Blazek, Kesavan Venkatesh, Milo M. Lin

On a diverse set of problems involving arithmetic, computer vision, and optimization, we show that deep distilling generates concise code that generalizes out-of-distribution to solve problems orders-of-magnitude larger and more complex than the training data.

Code Generation Common Sense Reasoning

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