| ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning V Aribandi, Y Tay, T Schuster, J Rao, HS Zheng, SV Mehta, H Zhuang, ... ICLR 2022, 2022 | 132 | 2022 |
| An LSTM Based System for Prediction of Human Activities with Durations K Krishna, D Jain, SV Mehta, S Choudhary Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2018 | 65 | 2018 |
| An Empirical Investigation of the Role of Pre-training in Lifelong Learning SV Mehta, D Patil, S Chandar, E Strubell Journal of Machine Learning Research 24, 1-50, 2023 | 46 | 2023 |
| Efficient Meta Lifelong-Learning with Limited Memory SV Mehta, Z Wang, B Póczos, J Carbonell EMNLP 2020, 2020 | 45* | 2020 |
| Gradient-based Inference for Networks with Output Constraints JY Lee, SV Mehta, M Wick, JB Tristan, J Carbonell Proceedings of the AAAI Conference on Artificial Intelligence, 2019 | 41* | 2019 |
| Generating data-driven geo-fences P Bajaj, SV Mehta, T Goyal, SVS Revankar US Patent 9,838,843, 2019 | 38 | 2019 |
| Towards Semi-Supervised Learning for Deep Semantic Role Labeling SV Mehta, JY Lee, J Carbonell Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018 | 22 | 2018 |
| Improving Compositional Generalization with Self-Training for Data-to-Text Generation SV Mehta, J Rao, Y Tay, M Kale, A Parikh, E Strubell ACL 2022, 2021 | 18 | 2021 |
| Propagation of changes in master content to variant content BV Srinivasan, G Hiranandani, SV Mehta, H Jhamtani, C Huesler, ... US Patent 10,102,191, 2019 | 15 | 2019 |
| Tagging documents with security policies T Goyal, SV Mehta, BV Srinivasan, A Jain US Patent 10,783,262, 2020 | 14 | 2020 |
| Learning Rhyming Constraints using Structured Adversaries H Jhamtani, SV Mehta, J Carbonell, T Berg-Kirkpatrick EMNLP 2019, 2019 | 14 | 2019 |
| Digital document update V Vinay, S Khosla, SV Mehta, S Thallapally, G Verma US Patent 10,489,498, 2019 | 13 | 2019 |
| DSI++: Updating Transformer Memory with New Documents SV Mehta, J Gupta, Y Tay, M Dehghani, VQ Tran, J Rao, M Najork, ... EMNLP 2023, 2023 | 11 | 2023 |
| Correlating night-time satellite images with poverty and other census data of India and estimating future trends SV Mehta, KN Nischal, R Radhakrishnan, S Chandani Proceedings of the Second ACM IKDD Conference on Data Sciences, 75-79, 2015 | 10 | 2015 |
| Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models C Na, SV Mehta, E Strubell EMNLP 2022, 2022 | 9 | 2022 |
| Notification Control based on Location, Activity, and Temporal Prediction P Bajaj, SV Mehta, T Goyal, K Jaidka US Patent App. 15/374,561, 2018 | 8 | 2018 |
| An Introduction to Lifelong Supervised Learning S Sodhani, M Faramarzi, SV Mehta, P Malviya, M Abdelsalam, ... arXiv preprint arXiv:2207.04354, 2022 | 6 | 2022 |
| Digital document update using static and transient tags V Vinay, S Khosla, SV Mehta, S Thallapally, G Verma US Patent 10,846,466, 2020 | 6 | 2020 |
| Optimizing notification triggers for geo-fence communication systems SV Mehta, P Bajaj, A Garg, S Choudhary US Patent App. 15/615,124, 2018 | 6 | 2018 |
| Spatial Co-location Pattern Mining-A new perspective using Graph Database SV Mehta, S Sodhani, D Patel arXiv preprint arXiv:1810.09007, 2018 | 4* | 2018 |
Emma StrubellAssistant Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
