Sunil Mallya

According to our database, Sunil Mallya authored at least 11 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents.

Muhammad Khalifa, Yogarshi Vyas, Shuai Wang, Graham Horwood, Sunil Mallya, Miguel Ballesteros

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Label Semantics for Few Shot Named Entity Recognition.

Jie Ma, Miguel Ballesteros, Srikanth Doss, Rishita Anubhai, Sunil Mallya, Yaser Al-Onaizan, Dan Roth

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

REPAINT: Knowledge Transfer in Deep Reinforcement Learning.

Yunzhe Tao, Sahika Genc, Jonathan Chung, Tao Sun, Sunil Mallya

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

REPAINT: Knowledge Transfer in Deep Actor-Critic Reinforcement Learning.

Yunzhe Tao, Sahika Genc, Tao Sun, Sunil Mallya

CoRR, 2020

Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks.

Sahika Genc, Sunil Mallya, Sravan Bodapati, Tao Sun, Yunzhe Tao

CoRR, 2020

Robust Multi-Agent Reinforcement Learning with Model Uncertainty.

Kaiqing Zhang, Tao Sun, Yunzhe Tao, Sahika Genc, Sunil Mallya, Tamer Basar

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

DeepRacer: Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning.

Bharathan Balaji, Sunil Mallya, Sahika Genc, Saurabh Gupta, Leo Dirac, Vineet Khare, Gourav Roy, Tao Sun, Yunzhe Tao, Brian Townsend, Eddie Calleja, Sunil Muralidhara, Dhanasekar Karuppasamy

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019

SAVEHR: Self Attention Vector Representations for EHR based Personalized Chronic Disease Onset Prediction and Interpretability.

Sunil Mallya, J. Marc Overhage, Sravan Bodapati, Navneet Srivastava, Sahika Genc

CoRR, 2019

DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning.

Bharathan Balaji, Sunil Mallya, Sahika Genc, Saurabh Gupta, Leo Dirac, Vineet Khare, Gourav Roy, Tao Sun, Yunzhe Tao, Brian Townsend, Eddie Calleja, Sunil Muralidhara, Dhanasekar Karuppasamy

CoRR, 2019

The AI Driving Olympics at NeurIPS 2018.

Julian G. Zilly, Jacopo Tani, Breandan Considine, Bhairav Mehta, Andrea F. Daniele, Manfred Diaz, Gianmarco Bernasconi, Claudio Ruch, Jan Hakenberg, Florian Golemo, A. Kirsten Bowser, Matthew R. Walter, Ruslan Hristov, Sunil Mallya, Emilio Frazzoli, Andrea Censi, Liam Paull

CoRR, 2019

Effectiveness of LSTMs in Predicting Congestive Heart Failure Onset.

Sunil Mallya, J. Marc Overhage, Navneet Srivastava, Tatsuya Arai, Cole Erdman

CoRR, 2019