Deepak Mewada

According to our database, Deepak Mewada authored at least 8 papers between 2020 and 2026.

Collaborative distances:

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

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

XSleepFormer: A Compact CNN-Transformer for EEG Sleep Stage Classification with Cross-Subject and Cross-Age Generalization.

Deepak Mewada, Susmit Shegokar, Monalisa Sarma, Debasis Samanta

Proceedings of the Pattern Recognition and Machine Intelligence, 2025

Attention-Guided Few-Shot Prototypical Network for ICU Abnormal EEG Pattern Recognition.

Deepak Mewada, Madhumita Gayen, Monalisa Sarma, Debasis Samanta

Proceedings of the Pattern Recognition and Machine Intelligence, 2025

Meta-Adaptive Hilbert Framework for Continual Cross-Subject Neural Decoding in BCIs.

Deepak Mewada, Shamin Aggarwal, Monalisa Sharma, Debasis Samanta

Proceedings of the Neural Information Processing - 32nd International Conference, 2025

2024

Deep Learning Pipeline for EEG Classification: Evaluating Models, Preprocessing and Subject Generalizability.

Deepak Mewada, Mohammed Fayiz Parappan, Debasis Samanta

Proceedings of the Pattern Recognition. ICPR 2024 International Workshops and Challenges, 2024

2023

Meta-Learning for Subject Adaptation in Low-Data Environments for EEG-Based Motor Imagery Brain-Computer Interfaces.

Arnav Pati, Deepak Mewada, Debasis Samanta

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

2020

Bayesian Optimization - Multi-Armed Bandit Problem.

Abhilash Nandy, Chandan Kumar, Deepak Mewada, Soumya Sharma

CoRR, 2020