Varun Nair

According to our database, Varun Nair authored at least 12 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants.

Albert Yu Sun, Varun Nair, Elliot Schumacher, Anitha Kannan

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents.

Varun Nair, Elliot Schumacher, Geoffrey J. Tso, Anitha Kannan

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

Extrinsically-Focused Evaluation of Omissions in Medical Summarization.

Elliot Schumacher, Daniel Rosenthal, Varun Nair, Luladay Price, Geoffrey J. Tso, Anitha Kannan

CoRR, 2023

Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models.

Varun Nair, Elliot Schumacher, Anitha Kannan

Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023

2021

Adding more data does not always help: A study in medical conversation summarization with PEGASUS.

Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan

CoRR, 2021

Training Neural Networks with Fixed Sparse Masks.

Yi-Lin Sung, Varun Nair, Colin Raffel

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Designing Synthetic Overhead Imagery to Match a Target Geographic Region: Preliminary Results Training Deep Learning Models.

Varun Nair, Paul Rhee, Jichen Yang, Bohao Huang, Kyle Bradbury, Jordan M. Malof

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Mapping Electric Transmission Line Infrastructure from Aerial Imagery with Deep Learning.

Wei Hu, Ben Alexander, Wendell Cathcart, Atsushi Hu, Varun Nair, Lin Zuo, Jordan M. Malof, Leslie M. Collins, Kyle Bradbury

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Optimisation of NB-IoT deployment for smart energy distribution networks.

Varun Nair, Remco Litjens, Haibin Zhang

EURASIP J. Wirel. Commun. Netw., 2019

RealMix: Towards Realistic Semi-Supervised Deep Learning Algorithms.

Varun Nair, Javier Fuentes Alonso, Tony Beltramelli

CoRR, 2019

2018

Assessment of the Suitability of NB-IoT Technology for ORM in Smart Grids.

Varun Nair, Remco Litjens, Haibin Zhang

Proceedings of the 2018 European Conference on Networks and Communications, 2018

2013

Video based adaptive road traffic signaling.

S. Indu, Varun Nair, Shashwat Jain, Santanu Chaudhury

Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013