16 citations · 18 across the 6 of their papers we have counts for
6 papers
ECCO: Can We Improve Model-Generated Code Efficiency Without Sacrificing Functional Correctness?
Siddhant Waghjale, Vishruth Veerendranath, Zora Zhiruo Wang +1
Although large language models (LLMs) have been largely successful in generating functionally correct programs, conditioning models to produce efficient solutions while ensuring co…
Pre-Calc: Learning to Use the Calculator Improves Numeracy in Language Models
Vishruth Veerendranath, Vishwa Shah, Kshitish Ghate
Quantitative and numerical comprehension in language is an important task in many fields like education and finance, but still remains a challenging task for language models. While…
ScripTONES: Sentiment-Conditioned Music Generation for Movie Scripts
Vishruth Veerendranath, Vibha Masti, Utkarsh Gupta +2
Film scores are considered an essential part of the film cinematic experience, but the process of film score generation is often expensive and infeasible for small-scale creators.…
XLDA: Linear Discriminant Analysis for Scaling Continual Learning to Extreme Classification at the Edge
Karan Shah, Vishruth Veerendranath, Anushka Hebbar +1
Streaming Linear Discriminant Analysis (LDA) while proven in Class-incremental Learning deployments at the edge with limited classes (upto 1000), has not been proven for deployment…
Predictive Maneuver Planning with Deep Reinforcement Learning (PMP-DRL) for comfortable and safe autonomous driving
Jayabrata Chowdhury, Vishruth Veerendranath, Suresh Sundaram +1
This paper presents a Predictive Maneuver Planning with Deep Reinforcement Learning (PMP-DRL) model for maneuver planning. Traditional rule-based maneuver planning approaches often…
A Comparative Study of Algorithms for Intelligent Traffic Signal Control
Hrishit Chaudhuri, Vibha Masti, Vishruth Veerendranath +1
In this paper, methods have been explored to effectively optimise traffic signal control to minimise waiting times and queue lengths, thereby increasing traffic flow. The traffic i…