3 papers
cs.AI2026
SETU: An Agentic Ecosystem for Multilingual, Persona-Aware Communication Coaching
Jonnalagadda Maruthi Tejas, Uponika Barman Roy, Tilottama Goswami +2
Corporate training teams need scalable and explainable tools to improve workforce communication in multilingual settings. Existing systems often score text, audio, or video in isol…
cs.CV2026
CRIL-U-Net: Compact Ratio-Interaction Learning for Focal Cortical Dysplasia Segmentation from T1w and FLAIR MRI
Soumen Ghosh, Amit Soni Arya, Tilottama Goswami +3
Focal cortical dysplasia (FCD) type II is an important structural cause of drug-resistant focal epilepsy, but its small size, heterogeneous appearance, and subtle MRI characteristi…
cs.CV2026
Benchmarking MRI Representations for Deep Learning-Based Focal Cortical Dysplasia Segmentation
Soumen Ghosh, John Phamnguyen, Amit Soni Arya +3
Focal cortical dysplasia (FCD) is one of the leading structural causes of drug-resistant focal epilepsy, yet its subtle and heterogeneous imaging characteristics make accurate iden…