Argha Kamal Samanta

According to our database, Argha Kamal Samanta authored at least 4 papers between 2025 and 2026.

Collaborative distances:

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

2026

Wave2Word: A Multimodal Transformer Framework for Joint EEG-Text Alignment and Multi-Task Representation Learning in Neurocritical Care.

Argha Kamal Samanta, Deepak Mewada, Monalisa Sarma, Debasis Samanta

CoRR, January, 2026

2025

Clinically Calibrated Machine Learning Benchmarks for Large-Scale Multi-Disorder EEG Classification.

Argha Kamal Samanta, Deepak Mewada, Monalisa Sarma, Debasis Samanta

CoRR, December, 2025

Beyond CLIP: Knowledge-Enhanced Multimodal Transformers for Cross-Modal Alignment in Diabetic Retinopathy Diagnosis.

Argha Kamal Samanta, Harshika Goyal, Vasudha Joshi, Tushar Mungle, Pabitra Mitra

CoRR, December, 2025

RADIANT: Retrieval AugmenteD entIty-context AligNmenT - Introducing RAG-ability and Entity-Context Divergence.

Vipula Rawte, Rajarshi Roy, Gurpreet Singh, Danush Khanna, Yaswanth Narsupalli, Basab Ghosh, Abhay Gupta, Argha Kamal Samanta, Aditya Shingote, Aadi Krishna Vikram, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

CoRR, July, 2025