Gayathri Soman

According to our database, Gayathri Soman authored at least 5 papers between 2022 and 2025.

Collaborative distances:

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

2025

SEAUNet: a novel edge-adaptive attention based UNet for sonar image segmentation.

Divyabarathi G, Gayathri Soman, P. V. Sabeen Govind, M. V. Judy

Signal Image Video Process., August, 2025

Human guided empathetic AI agent for mental health support leveraging reinforcement learning-enhanced retrieval-augmented generation.

Gayathri Soman, M. V. Judy, Aadhil Muhammad Abou

Cogn. Syst. Res., 2025

2024

Regret Emotion Based Reinforcement Learning for Path Planning in Autonomous Agents.

Gayathri Soman, M. V. Judy, Sanjay Madria

Proceedings of the 12th International Conference on Affective Computing and Intelligent Interaction, 2024

2022

Precision-Based Weighted Blending Distributed Ensemble Model for Emotion Classification.

Gayathri Soman, M. V. Vivek, M. V. Judy, Elpiniki Papageorgiou, Vassilis C. Gerogiannis

Algorithms, 2022

A Distributed Ensemble Machine Learning Technique for Emotion Classification from Vocal Cues.

Bineetha Vijayan, Gayathri Soman, M. V. Vivek, M. V. Judy

Proceedings of the Big Data Analytics - 10th International Conference, 2022