Search Results for author: Shreya Khare

Found 11 papers, 3 papers with code

Adversarial Black-Box Attacks On Text Classifiers Using Multi-Objective Genetic Optimization Guided By Deep Networks

no code implementations8 Nov 2020 Alex Mathai, Shreya Khare, Srikanth Tamilselvam, Senthil Mani

On an average, we achieve an attack success rate of 65. 67% for SST and 36. 45% for IMDB across the three models showing an improvement of 49. 48% and 101% respectively.

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

A Visual Programming Paradigm for Abstract Deep Learning Model Development

no code implementations7 May 2019 Srikanth Tamilselvam, Naveen Panwar, Shreya Khare, Rahul Aralikatte, Anush Sankaran, Senthil Mani

Deep learning is one of the fastest growing technologies in computer science with a plethora of applications.

DLPaper2Code: Auto-generation of Code from Deep Learning Research Papers

no code implementations9 Nov 2017 Akshay Sethi, Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani

To address these challenges, we propose a novel extensible approach, DLPaper2Code, to extract and understand deep learning design flow diagrams and tables available in a research paper and convert them to an abstract computational graph.

valid

mAnI: Movie Amalgamation using Neural Imitation

no code implementations16 Aug 2017 Naveen Panwar, Shreya Khare, Neelamadhav Gantayat, Rahul Aralikatte, Senthil Mani, Anush Sankaran

Cross-modal data retrieval has been the basis of various creative tasks performed by Artificial Intelligence (AI).

Retrieval

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