Varun Nair

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Avoid Overfitting

Distribution Networks

Top Venues

EURASIP J. Wirel. Commun. Netw.

ClinicalNLP@ACL

Publications

Albert Yu Sun, Varun Nair, Elliot Schumacher, Anitha Kannan
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants. NAACL-HLT (2024)
Varun Nair, Elliot Schumacher, Geoffrey J. Tso, Anitha Kannan
DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents. CoRR (2023)
Albert Yu Sun, Varun Nair, Elliot Schumacher, Anitha Kannan
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants. CoRR (2023)
Varun Nair, Elliot Schumacher, Anitha Kannan
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models. ClinicalNLP@ACL (2023)
Varun Nair, Elliot Schumacher, Anitha Kannan
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models. CoRR (2023)
Elliot Schumacher, Daniel Rosenthal, Varun Nair, Luladay Price, Geoffrey J. Tso, Anitha Kannan
Extrinsically-Focused Evaluation of Omissions in Medical Summarization. CoRR (2023)
Yi-Lin Sung, Varun Nair, Colin Raffel
Training Neural Networks with Fixed Sparse Masks. NeurIPS (2021)
Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan
Adding more data does not always help: A study in medical conversation summarization with PEGASUS. CoRR (2021)
Yi-Lin Sung, Varun Nair, Colin Raffel
Training Neural Networks with Fixed Sparse Masks. CoRR (2021)
Varun Nair, Paul Rhee, Jichen Yang, Bohao Huang, Kyle Bradbury, Jordan M. Malof
Designing Synthetic Overhead Imagery to Match a Target Geographic Region: Preliminary Results Training Deep Learning Models. IGARSS (2020)
Wei Hu, Ben Alexander, Wendell Cathcart, Atsushi Hu, Varun Nair, Lin Zuo, Jordan M. Malof, Leslie M. Collins, Kyle Bradbury
Mapping Electric Transmission Line Infrastructure from Aerial Imagery with Deep Learning. IGARSS (2020)
Varun Nair, Remco Litjens, Haibin Zhang
Optimisation of NB-IoT deployment for smart energy distribution networks. EURASIP J. Wirel. Commun. Netw. 2019 (2019)
Varun Nair, Javier Fuentes Alonso, Tony Beltramelli
RealMix: Towards Realistic Semi-Supervised Deep Learning Algorithms. CoRR (2019)
Varun Nair, Remco Litjens, Haibin Zhang
Assessment of the Suitability of NB-IoT Technology for ORM in Smart Grids. EuCNC (2018)
S. Indu, Varun Nair, Shashwat Jain, Santanu Chaudhury
Video based adaptive road traffic signaling. ICDSC (2013)