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

Jan 13, 2021
Anush Sankaran, Olivier Mastropietro, Ehsan Saboori, Yasser Idris, Davis Sawyer, MohammadHossein AskariHemmat, Ghouthi Boukli Hacene

* "IAAI Deployed Application Award", IAAI 2021 @ AAAI 2021 

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Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks

May 20, 2020
Naveen Panwar, Tarun Tater, Anush Sankaran, Senthil Mani

* Added appendix with additional results 

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"You might also like this model": Data Driven Approach for Recommending Deep Learning Models for Unknown Image Datasets

Nov 26, 2019
Ameya Prabhu, Riddhiman Dasgupta, Anush Sankaran, Srikanth Tamilselvam, Senthil Mani

* NeurIPS 2019, New in ML Group 

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AuthorGAN: Improving GAN Reproducibility using a Modular GAN Framework

Nov 26, 2019
Raunak Sinha, Anush Sankaran, Mayank Vatsa, Richa Singh

* NeurIPS 2019, MLSys: Workshop on Systems for ML 

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Coverage Testing of Deep Learning Models using Dataset Characterization

Nov 17, 2019
Senthil Mani, Anush Sankaran, Srikanth Tamilselvam, Akshay Sethi

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A Visual Programming Paradigm for Abstract Deep Learning Model Development

May 07, 2019
Srikanth Tamilselvam, Naveen Panwar, Shreya Khare, Rahul Aralikatte, Anush Sankaran, Senthil Mani

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On Matching Faces with Alterations due to Plastic Surgery and Disguise

Nov 18, 2018
Saksham Suri, Anush Sankaran, Mayank Vatsa, Richa Singh

* The 9th IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS 2018) 

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Explaining Deep Learning Models using Causal Inference

Nov 11, 2018
Tanmayee Narendra, Anush Sankaran, Deepak Vijaykeerthy, Senthil Mani

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Sanskrit Sandhi Splitting using $\pmb{seq2(seq)^2}$

Aug 27, 2018
Rahul Aralikatte, Neelamadhav Gantayat, Naveen Panwar, Anush Sankaran, Senthil Mani

* Accepted in EMNLP 2018 

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DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging

Jan 04, 2018
Senthil Mani, Anush Sankaran, Rahul Aralikatte

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

Nov 09, 2017
Akshay Sethi, Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani

* AAAI2018 

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

Nov 02, 2017
Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan

* To appear in IAAI 2018 

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

Sep 25, 2017
Vitobha Munigala, Srikanth Tamilselvam, Anush Sankaran

* ML4Creativity workshop at SIGKDD 2017 

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mAnI: Movie Amalgamation using Neural Imitation

Aug 16, 2017
Naveen Panwar, Shreya Khare, Neelamadhav Gantayat, Rahul Aralikatte, Senthil Mani, Anush Sankaran

* Accepted in ML4Creativity workshop in KDD 2017. Preprint 

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