research
∙
11/08/2020
Adversarial Black-Box Attacks On Text Classifiers Using Multi-Objective Genetic Optimization Guided By Deep Networks
We propose a novel genetic-algorithm technique that generates black-box ...
share
research
∙
10/12/2020
Evaluation of Siamese Networks for Semantic Code Search
With the increase in the number of open repositories and discussion foru...
research
∙
05/20/2020
Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks
Existing deep learning approaches for learning visual features tend to o...
research
∙
01/31/2020
Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions
Text classification models, especially neural networks based models, hav...
research
∙
11/26/2019
"You might also like this model": Data Driven Approach for Recommending Deep Learning Models for Unknown Image Datasets
For an unknown (new) classification dataset, choosing an appropriate dee...
research
∙
11/17/2019
Coverage Testing of Deep Learning Models using Dataset Characterization
Deep Neural Networks (DNNs), with its promising performance, are being i...
research
∙
05/07/2019
A Visual Programming Paradigm for Abstract Deep Learning Model Development
Deep learning is one of the fastest growing technologies in computer sci...
research
∙
11/11/2018
Explaining Deep Learning Models using Causal Inference
Although deep learning models have been successfully applied to a variet...
research
∙
11/04/2018
Adversarial Black-Box Attacks for Automatic Speech Recognition Systems Using Multi-Objective Genetic Optimization
Fooling deep neural networks with adversarial input have exposed a signi...
research
∙
01/04/2018
DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging
For a given software bug report, identifying an appropriate developer wh...
research
∙
01/01/2018
Sanskrit Sandhi Splitting using seq2(seq)^2
In Sanskrit, small words (morphemes) are combined through a morphophonol...
research
∙
11/09/2017
DLPaper2Code: Auto-generation of Code from Deep Learning Research Papers
With an abundance of research papers in deep learning, reproducibility o...
research
∙
11/02/2017
Hi, how can I help you?: Automating enterprise IT support help desks
Question answering is one of the primary challenges of natural language ...
research
∙
08/16/2017
Fault in your stars: An Analysis of Android App Reviews
Mobile app distribution platforms such as Google Play Store allow users ...
research
∙
08/16/2017
mAnI: Movie Amalgamation using Neural Imitation
Cross-modal data retrieval has been the basis of various creative tasks ...
research
∙
08/16/2017