9 citations · 9 across the 4 of their papers we have counts for
4 papers
A Controlled Study of Feature-Based Knowledge Distillation Across Student Designs
Abhinand Balachandran, Praveen Prashant
Knowledge distillation trains a smaller student to match the outputs of a larger teacher. Feature-based methods also align intermediate representations, but this extra constraint m…
Mined Prompting and Metadata-Guided Generation for Wound Care Visual Question Answering
Bavana Durgapraveen, Sornaraj Sivasankaran, Abhinand Balachandran +1
The rapid expansion of asynchronous remote care has intensified provider workload, creating demand for AI systems that can assist clinicians in managing patient queries more effici…
Evaluating Prompting Strategies with MedGemma for Medical Order Extraction
Abhinand Balachandran, Bavana Durgapraveen, Gowsikkan Sikkan Sudhagar +2
The accurate extraction of medical orders from doctor-patient conversations is a critical task for reducing clinical documentation burdens and ensuring patient safety. This paper d…
Tamil-Llama: A New Tamil Language Model Based on Llama 2
Abhinand Balachandran
Language modeling has witnessed remarkable advancements in recent years, with Large Language Models (LLMs) like ChatGPT setting unparalleled benchmarks in human-like text generatio…