| Training neural networks with fixed sparse masks YL Sung, V Nair, CA Raffel Advances in Neural Information Processing Systems 34, 24193-24205, 2021 | 190 | 2021 |
| DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents V Nair, E Schumacher, G Tso, A Kannan arXiv preprint arXiv:2303.17071, 2023 | 53 | 2023 |
| Realmix: Towards realistic semi-supervised deep learning algorithms V Nair, JF Alonso, T Beltramelli arXiv preprint arXiv:1912.08766, 2019 | 25 | 2019 |
| Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models V Nair, E Schumacher, A Kannan arXiv preprint arXiv:2305.05982, 2023 | 9 | 2023 |
| Electric transmission and distribution infrastructure imagery dataset K Bradbury, Q Han, V Nair, T Pathirathna, X You Accessed: Aug 14, 2020, 2018 | 6 | 2018 |
| Adding more data does not always help: A study in medical conversation summarization with PEGASUS V Nair, N Katariya, X Amatriain, I Valmianski, A Kannan Machine Learning for Healthcare Workshop, NeurIPS, 2021 | 3 | 2021 |
| CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants AY Sun, V Nair, E Schumacher, A Kannan arXiv preprint arXiv:2304.14364, 2023 | 2 | 2023 |
| Mapping Electric Transmission Line Infrastructure from Aerial Imagery with Deep Learning W Hu, B Alexander, W Cathcart, A Hu, V Nair, L Zuo, J Malof, L Collins, ... IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 2 | 2020 |
| Extrinsically-Focused Evaluation of Omissions in Medical Summarization E Schumacher, D Rosenthal, V Nair, L Price, G Tso, A Kannan arXiv preprint arXiv:2311.08303, 2023 | 1 | 2023 |
| Guardrail machine learning model for automated software AY Sun, V Nair, E Schumacher, A Kannan US Patent App. 18/638,585, 2024 | | 2024 |
| SPEECH SIGNAL PROCESSING AND SUMMARIZATION USING ARTIFICIAL INTELLIGENCE B Chintagunta, N Katariya, X Amatriain, A Kannan, V Nair, E Schumacher, ... US Patent App. 18/351,431, 2024 | | 2024 |
| MED-OMIT: Extrinsically-Focused Evaluation Metric for Omissions in Medical Summarization E Schumacher, D Rosenthal, D Naik, V Nair, L Price, G Tso, A Kannan GenAI for Health: Potential, Trust and Policy Compliance, 0 | | |
| Mapping Electricity Infrastructure with Deep Learning B Alexander, W Cathcart, A Hu, V Nair, L Zuo | | |
Elliot SchumacherCurai Health在 elliotschu.com 的电子邮件经过验证
