Search Results for author: Utkarsh Desai

Found 4 papers, 3 papers with code

Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network

1 code implementation1 Dec 2021 Alex Mathai, Sambaran Bandyopadhyay, Utkarsh Desai, Srikanth Tamilselvam

But the challenges associated with the separation of functional modules, slows down the migration of a monolithic code into microservices.

Representation Learning

Evaluation of Siamese Networks for Semantic Code Search

no code implementations12 Oct 2020 Raunak Sinha, Utkarsh Desai, Srikanth Tamilselvam, Senthil Mani

With the increase in the number of open repositories and discussion forums, the use of natural language for semantic code search has become increasingly common.

Code Search

Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions

1 code implementation31 Jan 2020 Utkarsh Desai, Srikanth Tamilselvam, Jassimran Kaur, Senthil Mani, Shreya Khare

This emphasizes the need for a model agnostic test dataset, which consists of various corruptions that are natural to appear in the wild.

Benchmarking General Classification +2

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