Search Results for author: Breno Dantas Cruz

Found 2 papers, 1 papers with code

Decomposing a Recurrent Neural Network into Modules for Enabling Reusability and Replacement

no code implementations • 9 Dec 2022 • Sayem Mohammad Imtiaz, Fraol Batole, Astha Singh, Rangeet Pan, Breno Dantas Cruz, Hridesh Rajan

Can we take a recurrent neural network (RNN) trained to translate between languages and augment it to support a new natural language without retraining the model from scratch?

Math

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DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs

1 code implementation • 7 Dec 2021 • Mohammad Wardat, Breno Dantas Cruz, Wei Le, Hridesh Rajan

Also, it can provide actionable insights for fix whereas DeepLocalize can only report faults that lead to numerical errors during training.

Fault Detection Fault localization

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