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CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection



Parag Dutta , Souvic Chakraborty , Sumegh Roychowdhury , Animesh Mukherjee

* Accepted in NAACL HLT 2022 (Long Paper) 

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Representation Learning for Conversational Data using Discourse Mutual Information Maximization



Bishal Santra , Sumegh Roychowdhury , Aishik Mandal , Vasu Gurram , Atharva Naik , Manish Gupta , Pawan Goyal

* Preprint, 15 pages 

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Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms



Sumedh A Sontakke , Sumegh Roychowdhury , Mausoom Sarkar , Nikaash Puri , Balaji Krishnamurthy , Laurent Itti


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Leveraging Post Hoc Context for Faster Learning in Bandit Settings with Applications in Robot-Assisted Feeding



Ethan K. Gordon , Sumegh Roychowdhury , Tapomayukh Bhattacharjee , Kevin Jamieson , Siddhartha S. Srinivasa

* 6 pages + acknowledgements/references, 5 figures, under review 

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Unsupervised Hierarchical Concept Learning



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


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Exploring Effects of Random Walk Based Minibatch Selection Policy on Knowledge Graph Completion



Bishal Santra , Prakhar Sharma , Sumegh Roychowdhury , Pawan Goyal

* 7 pages, 3 figures 

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