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CASTing Your Model: Learning to Localize Improves Self-Supervised Representations

Dec 08, 2020
Ramprasaath R. Selvaraju, Karan Desai, Justin Johnson, Nikhil Naik

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Designing Interpretable Approximations to Deep Reinforcement Learning with Soft Decision Trees

Oct 28, 2020
Nathan Dahlin, Krishna Chaitanya Kalagarla, Nikhil Naik, Rahul Jain, Pierluigi Nuzzo

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The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies

Apr 28, 2020
Stephan Zheng, Alexander Trott, Sunil Srinivasa, Nikhil Naik, Melvin Gruesbeck, David C. Parkes, Richard Socher

* 46 pages, 21 figures 

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Improving out-of-distribution generalization via multi-task self-supervised pretraining

Mar 30, 2020
Isabela Albuquerque, Nikhil Naik, Junnan Li, Nitish Keskar, Richard Socher

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ProGen: Language Modeling for Protein Generation

Mar 08, 2020
Ali Madani, Bryan McCann, Nikhil Naik, Nitish Shirish Keskar, Namrata Anand, Raphael R. Eguchi, Po-Ssu Huang, Richard Socher

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Maximum-Entropy Fine-Grained Classification

Sep 20, 2018
Abhimanyu Dubey, Otkrist Gupta, Ramesh Raskar, Nikhil Naik

* Camera-ready, accepted to NIPS 2018, v2 has minor typo updates and small changes in text 

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Pairwise Confusion for Fine-Grained Visual Classification

Jul 25, 2018
Abhimanyu Dubey, Otkrist Gupta, Pei Guo, Ramesh Raskar, Ryan Farrell, Nikhil Naik

* Camera-Ready version for ECCV 2018 

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Accelerating Neural Architecture Search using Performance Prediction

Nov 08, 2017
Bowen Baker, Otkrist Gupta, Ramesh Raskar, Nikhil Naik

* Submitted to International Conference on Learning Representations, (2018) 

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Designing Neural Network Architectures using Reinforcement Learning

Mar 22, 2017
Bowen Baker, Otkrist Gupta, Nikhil Naik, Ramesh Raskar

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Deep Learning the City : Quantifying Urban Perception At A Global Scale

Sep 12, 2016
Abhimanyu Dubey, Nikhil Naik, Devi Parikh, Ramesh Raskar, César A. Hidalgo

* 23 pages, 8 figures. Accepted to the European Conference on Computer Vision (ECCV), 2016 

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Coreset-Based Adaptive Tracking

Nov 19, 2015
Abhimanyu Dubey, Nikhil Naik, Dan Raviv, Rahul Sukthankar, Ramesh Raskar

* 8 pages, 5 figures, In submission to IEEE TPAMI (Transactions on Pattern Analysis and Machine Intelligence) 

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A Light Transport Model for Mitigating Multipath Interference in TOF Sensors

Jan 30, 2015
Nikhil Naik, Achuta Kadambi, Christoph Rhemann, Shahram Izadi, Ramesh Raskar, Sing Bing Kang

* This paper has been withdrawn by the submitter as the submission was made due to a miscommunication 

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