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Domain Generalization via Inference-time Label-Preserving Target Projections


Mar 01, 2021
Prashant Pandey, Mrigank Raman, Sumanth Varambally, Prathosh AP

* CVPR 2021 

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Centralized active tracking of a Markov chain with unknown dynamics


Oct 30, 2020
Mrigank Raman, Ojal Kumar, Arpan Chattopadhyay

* Accepted at the IEEE MASS 2020 Conference 

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Learning Contextualized Knowledge Structures for Commonsense Reasoning


Oct 24, 2020
Jun Yan, Mrigank Raman, Tianyu Zhang, Ryan Rossi, Handong Zhao, Sungchul Kim, Nedim Lipka, Xiang Ren


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Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation


Oct 24, 2020
Mrigank Raman, Siddhant Agarwal, Peifeng Wang, Aaron Chan, Hansen Wang, Sungchul Kim, Ryan Rossi, Handong Zhao, Nedim Lipka, Xiang Ren

* 13 pages, 9 figures 

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Discrepancy Minimization in Domain Generalization with Generative Nearest Neighbors


Jul 28, 2020
Prashant Pandey, Mrigank Raman, Sumanth Varambally, Prathosh AP


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