Anush Sankaran

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Deeplite Neutrino: An End-to-End Framework for Constrained Deep Learning Model Optimization

Designing deep learning-based solutions is becoming a race for training ...
01/11/2021 ∙ by Anush Sankaran, et al. ∙ 20 ∙ share

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Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks

Existing deep learning approaches for learning visual features tend to o...
05/20/2020 ∙ by Naveen Panwar, et al. ∙ 30 ∙ share

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"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...
11/26/2019 ∙ by Ameya Prabhu, et al. ∙ 0 ∙ share

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AuthorGAN: Improving GAN Reproducibility using a Modular GAN Framework

Generative models are becoming increasingly popular in the literature, w...
11/26/2019 ∙ by Raunak Sinha, et al. ∙ 0 ∙ share

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Coverage Testing of Deep Learning Models using Dataset Characterization

Deep Neural Networks (DNNs), with its promising performance, are being i...
11/17/2019 ∙ by Senthil Mani, et al. ∙ 74 ∙ share

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A Visual Programming Paradigm for Abstract Deep Learning Model Development

Deep learning is one of the fastest growing technologies in computer sci...
05/07/2019 ∙ by Srikanth Tamilselvam, et al. ∙ 0 ∙ share

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On Matching Faces with Alterations due to Plastic Surgery and Disguise

Plastic surgery and disguise variations are two of the most challenging ...
11/18/2018 ∙ by Saksham Suri, et al. ∙ 0 ∙ share

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Explaining Deep Learning Models using Causal Inference

Although deep learning models have been successfully applied to a variet...
11/11/2018 ∙ by Tanmayee Narendra, et al. ∙ 0 ∙ share

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DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging

For a given software bug report, identifying an appropriate developer wh...
01/04/2018 ∙ by Senthil Mani, et al. ∙ 0 ∙ share

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Sanskrit Sandhi Splitting using seq2(seq)^2

In Sanskrit, small words (morphemes) are combined through a morphophonol...
01/01/2018 ∙ by Neelamadhav Gantayat, et al. ∙ 0 ∙ share

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

With an abundance of research papers in deep learning, reproducibility o...
11/09/2017 ∙ by Akshay Sethi, et al. ∙ 0 ∙ share

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Hi, how can I help you?: Automating enterprise IT support help desks

Question answering is one of the primary challenges of natural language ...
11/02/2017 ∙ by Senthil Mani, et al. ∙ 0 ∙ share

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"Let me convince you to buy my product ... ": A Case Study of an Automated Persuasive System for Fashion Products

Persuasivenes is a creative art aimed at making people believe in certai...
09/25/2017 ∙ by Vitobha Munigala, et al. ∙ 0 ∙ share

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mAnI: Movie Amalgamation using Neural Imitation

Cross-modal data retrieval has been the basis of various creative tasks ...
08/16/2017 ∙ by Naveen Panwar, et al. ∙ 0 ∙ share

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DARVIZ: Deep Abstract Representation, Visualization, and Verification of Deep Learning Models

Traditional software engineering programming paradigms are mostly object...
08/16/2017 ∙ by Anush Sankaran, et al. ∙ 0 ∙ share

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