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Balaraman Ravindran

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Understanding Dynamic Scenes using Graph Convolution Networks

May 15, 2020
Sravan Mylavarapu, Mahtab Sandhu, Priyesh Vijayan, K Madhava Krishna, Balaraman Ravindran, Anoop Namboodiri

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Towards Transparent and Explainable Attention Models

Apr 29, 2020
Akash Kumar Mohankumar, Preksha Nema, Sharan Narasimhan, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran

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EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness against Adversarial Attacks

Apr 21, 2020
Sanchari Sen, Balaraman Ravindran, Anand Raghunathan

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Towards Accurate Vehicle Behaviour Classification With Multi-Relational Graph Convolutional Networks

Feb 03, 2020
Sravan Mylavarapu, Mahtab Sandhu, Priyesh Vijayan, K Madhava Krishna, Balaraman Ravindran, Anoop Namboodiri

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SEERL: Sample Efficient Ensemble Reinforcement Learning

Jan 15, 2020
Rohan Saphal, Balaraman Ravindran, Dheevatsa Mudigere, Sasikanth Avancha, Bharat Kaul

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Reinforcement Learning for Multi-Objective Optimization of Online Decisions in High-Dimensional Systems

Oct 01, 2019
Hardik Meisheri, Vinita Baniwal, Nazneen N Sultana, Balaraman Ravindran, Harshad Khadilkar

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Option Encoder: A Framework for Discovering a Policy Basis in Reinforcement Learning

Sep 09, 2019
Arjun Manoharan, Rahul Ramesh, Balaraman Ravindran

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Let's Ask Again: Refine Network for Automatic Question Generation

Aug 31, 2019
Preksha Nema, Akash Kumar Mohankumar, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran

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Learning policies for Social network discovery with Reinforcement learning

Jul 08, 2019
Harshavardhan Kamarthi, Priyesh Vijayan, Bryan Wilder, Balaraman Ravindran, Milind Tambe

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