| Deepracer: Autonomous racing platform for experimentation with sim2real reinforcement learning B Balaji, S Mallya, S Genc, S Gupta, L Dirac, V Khare, G Roy, T Sun, ... 2020 IEEE international conference on robotics and automation (ICRA), 2746-2754, 2020 | 118* | 2020 |
| Robust multi-agent reinforcement learning with model uncertainty K Zhang, T Sun, Y Tao, S Genc, S Mallya, T Basar Advances in neural information processing systems 33, 10571-10583, 2020 | 70 | 2020 |
| Label semantics for few shot named entity recognition J Ma, M Ballesteros, S Doss, R Anubhai, S Mallya, Y Al-Onaizan, D Roth arXiv preprint arXiv:2203.08985, 2022 | 63 | 2022 |
| Selecting a high valence representative image M Desnoyer, S Lebrecht, S Mallya, DB Johnson, PM Furlong, MJ Tarr, ... US Patent 9,715,731, 2017 | 49 | 2017 |
| Repaint: Knowledge transfer in deep reinforcement learning Y Tao, S Genc, J Chung, T Sun, S Mallya International Conference on Machine Learning, 10141-10152, 2021 | 23* | 2021 |
| Reinforcement learning model training through simulation SM Kasaragod, S Genc, LP Dirac, B Balaji, EL Sun, MCDC Wentzel US Patent 11,836,577, 2023 | 20 | 2023 |
| Training models for IOT devices SM Kasaragod, A Khanna, CYR Kuo US Patent 11,108,575, 2021 | 20 | 2021 |
| The ai driving olympics at neurips 2018 J Zilly, J Tani, B Considine, B Mehta, AF Daniele, M Diaz, G Bernasconi, ... The NeurIPS'18 Competition: From Machine Learning to Intelligent …, 2020 | 19 | 2020 |
| Simulation modeling exchange S Genc, SM Kasaragod, LP Dirac, B Balaji, S Gupta US Patent App. 16/201,864, 2020 | 13 | 2020 |
| Effectiveness of lstms in predicting congestive heart failure onset S Mallya, M Overhage, N Srivastava, T Arai, C Erdman arXiv preprint arXiv:1902.02443, 2019 | 12 | 2019 |
| Zero-shot reinforcement learning with deep attention convolutional neural networks S Genc, S Mallya, S Bodapati, T Sun, Y Tao arXiv preprint arXiv:2001.00605, 2020 | 11 | 2020 |
| Simulation orchestration for training reinforcement learning models SM Kasaragod, S Gene, LP Dirac, B Balaji, EL Sun, MCDC Wentzel, ... US Patent 11,429,762, 2022 | 10 | 2022 |
| Split predictions for IoT devices SM Kasaragod, A Khanna, CYR Kuo US Patent 10,980,085, 2021 | 5 | 2021 |
| SAVEHR: self attention vector representations for EHR based personalized chronic disease onset prediction and interpretability S Mallya, M Overhage, S Bodapati, N Srivastava, S Genc arXiv preprint arXiv:1911.05370, 2019 | 3 | 2019 |
| Entracker-Energy tracker for homes S Mallya Department of Computer Science. Providence, Rhode Island, Brown. Master’s thesis, 2011 | 3 | 2011 |
| Automated thumbnail selection for online video S Lebrecht, MJ Tarr, DB Johnson, M Desnoyer, SM Kasaragod US Patent 9,501,779, 2016 | 2 | 2016 |
| Split predictions for IoT devices SM Kasaragod, A Khanna, CYR Kuo US Patent 11,412,574, 2022 | 1 | 2022 |
| Model tiering for IoT device clusters SM Kasaragod, A Khanna, CYR Kuo US Patent 11,902,396, 2024 | | 2024 |
| Contrastive training improves zero-shot classification of semi-structured documents M Khalifa, Y Vyas, S Wang, G Horwood, S Mallya, M Ballesteros arXiv preprint arXiv:2210.05613, 2022 | | 2022 |
| Learning Robust Motion Planning for Large-Scale Deployment of Autonomous Driving Agents S Genc, S Mallya, B Balaji, T Sun, S Gupta, V Khare, L Dirac, E Calleja, ... | | 2019 |
