Deepak N. Subramani

According to our database, Deepak N. Subramani authored at least 13 papers between 2014 and 2024.

Collaborative distances:

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

2024

EvalYaks: Instruction Tuning Datasets and LoRA Fine-tuned Models for Automated Scoring of CEFR B2 Speaking Assessment Transcripts.

Nicy Scaria, Silvester John Joseph Kennedy, Thomas Latinovich, Deepak N. Subramani

CoRR, 2024

Can Small Language Models Learn, Unlearn, and Retain Noise Patterns?

Nicy Scaria, Silvester John Joseph Kennedy, Deepak N. Subramani

CoRR, 2024

An Agent-Based Model of Elephant Crop Raid Dynamics in the Periyar-Agasthyamalai Complex, India.

Purathekandy Anjali, Meera Anna Oommen, Martin Wikelski, Deepak N. Subramani

CoRR, 2024

How Good are Modern LLMs in Generating Relevant and High-Quality Questions at Different Bloom's Skill Levels for Indian High School Social Science Curriculum?

Nicy Scaria, Suma Dharani Chenna, Deepak N. Subramani

Proceedings of the 19th Workshop on Innovative Use of NLP for Building Educational Applications, 2024

Automated Educational Question Generation at Different Bloom's Skill Levels Using Large Language Models: Strategies and Evaluation.

Nicy Scaria, Suma Dharani Chenna, Deepak N. Subramani

Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

2023

Intelligent Onboard Routing in Stochastic Dynamic Environments using Transformers.

Rohit Chowdhury, Raswanth Murugan, Deepak N. Subramani

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

W-Net: A Deep Network for Simultaneous Identification of Gulf Stream and Rings From Concurrent Satellite Images of Sea Surface Temperature and Height.

Devyani Lambhate, Raghav Sharma, Jenifer Clark, Avijit Gangopadhyay, Deepak N. Subramani

IEEE Trans. Geosci. Remote. Sens., 2022

2021

Optimal Path Planning of Autonomous Marine Vehicles in Stochastic Dynamic Ocean Flows using a GPU-Accelerated Algorithm.

Rohit Chowdhury, Deepak N. Subramani

CoRR, 2021

Inter and Intra-Annual Spatio-Temporal Variability of Habitat Suitability for Asian Elephants in India: A Random Forest Model-based Analysis.

Purathekandy Anjali, Deepak N. Subramani

CoRR, 2021

2020

Graph-Search and Differential Equations for Time-Optimal Vessel Route Planning in Dynamic Ocean Waves.

Gianandrea Mannarini, Deepak N. Subramani, Pierre F. J. Lermusiaux, Nadia Pinardi

IEEE Trans. Intell. Transp. Syst., 2020

Physics-Driven Machine Learning for Time-Optimal Path Planning in Stochastic Dynamic Flows.

Rohit Chowdhury, Deepak N. Subramani

Proceedings of the Dynamic Data Driven Applications Systems, 2020

2017

Pursuit-evasion games in dynamic flow fields via reachability set analysis.

Wei Sun, Panagiotis Tsiotras, Tapovan Lolla, Deepak N. Subramani, Pierre F. J. Lermusiaux

Proceedings of the 2017 American Control Conference, 2017

2014

A Stochastic Optimization Method for Energy-Based Path Planning.

Deepak N. Subramani, Tapovan Lolla, Patrick J. Haley Jr., Pierre F. J. Lermusiaux

Proceedings of the Dynamic Data-Driven Environmental Systems Science, 2014