Sunil Mallya

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Reinforcement Learning

Named Entity Recognition

Convolutional Neural Networks

Top Venues

Publications

Muhammad Khalifa, Yogarshi Vyas, Shuai Wang, Graham Horwood, Sunil Mallya, Miguel Ballesteros
Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents. ACL (Findings) (2023)
Jie Ma, Miguel Ballesteros, Srikanth Doss, Rishita Anubhai, Sunil Mallya, Yaser Al-Onaizan, Dan Roth
Label Semantics for Few Shot Named Entity Recognition. CoRR (2022)
Jie Ma, Miguel Ballesteros, Srikanth Doss, Rishita Anubhai, Sunil Mallya, Yaser Al-Onaizan, Dan Roth
Label Semantics for Few Shot Named Entity Recognition. ACL (Findings) (2022)
Muhammad Khalifa, Yogarshi Vyas, Shuai Wang, Graham Horwood, Sunil Mallya, Miguel Ballesteros
Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents. CoRR (2022)
Yunzhe Tao, Sahika Genc, Jonathan Chung, Tao Sun, Sunil Mallya
REPAINT: Knowledge Transfer in Deep Reinforcement Learning. ICML (2021)
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
DeepRacer: Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning. ICRA (2020)
Kaiqing Zhang, Tao Sun, Yunzhe Tao, Sahika Genc, Sunil Mallya, Tamer Basar
Robust Multi-Agent Reinforcement Learning with Model Uncertainty. NeurIPS (2020)
Sahika Genc, Sunil Mallya, Sravan Bodapati, Tao Sun, Yunzhe Tao
Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks. CoRR (2020)
Yunzhe Tao, Sahika Genc, Tao Sun, Sunil Mallya
REPAINT: Knowledge Transfer in Deep Actor-Critic Reinforcement Learning. CoRR (2020)
Sunil Mallya, J. Marc Overhage, Navneet Srivastava, Tatsuya Arai, Cole Erdman
Effectiveness of LSTMs in Predicting Congestive Heart Failure Onset. CoRR (2019)
Sunil Mallya, J. Marc Overhage, Sravan Bodapati, Navneet Srivastava, Sahika Genc
SAVEHR: Self Attention Vector Representations for EHR based Personalized Chronic Disease Onset Prediction and Interpretability. CoRR (2019)
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
The AI Driving Olympics at NeurIPS 2018. CoRR (2019)
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
DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning. CoRR (2019)