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Unsupervised Hierarchical Concept Learning


Oct 06, 2020
Sumegh Roychowdhury, Sumedh A. Sontakke, Nikaash Puri, Mausoom Sarkar, Milan Aggarwal, Pinkesh Badjatiya, Balaji Krishnamurthy, Laurent Itti


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TRACE: Transform Aggregate and Compose Visiolinguistic Representations for Image Search with Text Feedback


Sep 03, 2020
Surgan Jandial, Ayush Chopra, Pinkesh Badjatiya, Pranit Chawla, Mausoom Sarkar, Balaji Krishnamurthy

* Surgan Jandial, Ayush Chopra and Pinkesh Badjatiya contributed equally to this work 

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Retrospective Loss: Looking Back to Improve Training of Deep Neural Networks


Jun 24, 2020
Surgan Jandial, Ayush Chopra, Mausoom Sarkar, Piyush Gupta, Balaji Krishnamurthy, Vineeth Balasubramanian

* Accepted at KDD 2020; The first two authors contributed equally 

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Inducing Cooperative behaviour in Sequential-Social dilemmas through Multi-Agent Reinforcement Learning using Status-Quo Loss


Feb 13, 2020
Pinkesh Badjatiya, Mausoom Sarkar, Abhishek Sinha, Siddharth Singh, Nikaash Puri, Jayakumar Subramanian, Balaji Krishnamurthy


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Inducing Cooperation in Multi-Agent Games Through Status-Quo Loss


Jan 15, 2020
Pinkesh Badjatiya, Mausoom Sarkar, Abhishek Sinha, Siddharth Singh, Nikaash Puri, Balaji Krishnamurthy


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Document Structure Extraction for Forms using Very High Resolution Semantic Segmentation


Nov 27, 2019
Mausoom Sarkar, Milan Aggarwal, Arneh Jain, Hiresh Gupta, Balaji Krishnamurthy

* 11 pages, 4 figures 

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Attention Based Natural Language Grounding by Navigating Virtual Environment


Apr 23, 2018
Abhishek Sinha, Akilesh B, Mausoom Sarkar, Balaji Krishnamurthy


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