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ORCIDSunil Mallya
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2020 – today
- 2023
[c5]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: 7499-7508- 2022
- [c4]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: 1956-1971 - [i8]Jie Ma, Miguel Ballesteros, Srikanth Doss, Rishita Anubhai, Sunil Mallya, Yaser Al-Onaizan, Dan Roth:
Label Semantics for Few Shot Named Entity Recognition. CoRR abs/2203.08985 (2022) - [i7]Muhammad Khalifa, Yogarshi Vyas, Shuai Wang, Graham Horwood, Sunil Mallya, Miguel Ballesteros:
Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents. CoRR abs/2210.05613 (2022) - 2021
- [c3]Yunzhe Tao, Sahika Genc, Jonathan Chung, Tao Sun, Sunil Mallya:
REPAINT: Knowledge Transfer in Deep Reinforcement Learning. ICML 2021: 10141-10152 - 2020
- [c2]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: 2746-2754 - [c1]Kaiqing Zhang, Tao Sun, Yunzhe Tao, Sahika Genc, Sunil Mallya, Tamer Basar:
Robust Multi-Agent Reinforcement Learning with Model Uncertainty. NeurIPS 2020 - [i6]Sahika Genc, Sunil Mallya, Sravan Bodapati, Tao Sun, Yunzhe Tao:
Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks. CoRR abs/2001.00605 (2020) - [i5]Yunzhe Tao, Sahika Genc, Tao Sun, Sunil Mallya:
REPAINT: Knowledge Transfer in Deep Actor-Critic Reinforcement Learning. CoRR abs/2011.11827 (2020)
2010 – 2019
- 2019
- [i4]Sunil Mallya, J. Marc Overhage, Navneet Srivastava, Tatsuya Arai, Cole Erdman:
Effectiveness of LSTMs in Predicting Congestive Heart Failure Onset. CoRR abs/1902.02443 (2019) - [i3]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 abs/1903.02503 (2019) - [i2]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 abs/1911.01562 (2019) - [i1]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 abs/1911.05370 (2019)
Coauthor Index
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