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Mrigank Raman

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Turn Down the Noise: Leveraging Diffusion Models for Test-time Adaptation via Pseudo-label Ensembling

Nov 29, 2023
Mrigank Raman, Rohan Shah, Akash Kannan, Pranit Chawla

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Bridging the Gap: Exploring the Capabilities of Bridge-Architectures for Complex Visual Reasoning Tasks

Jul 31, 2023
Kousik Rajesh, Mrigank Raman, Mohammed Asad Karim, Pranit Chawla

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Model-tuning Via Prompts Makes NLP Models Adversarially Robust

Mar 13, 2023
Mrigank Raman, Pratyush Maini, J. Zico Kolter, Zachary C. Lipton, Danish Pruthi

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Domain Generalization via Inference-time Label-Preserving Target Projections

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

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Centralized active tracking of a Markov chain with unknown dynamics

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

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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

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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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