Author

C. Edussooriya

2 papers indexed here

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Preprint Oct 2026

M-PFT: Angular Margin for Calibrated Prompt-Tuning of Fine-Tuned Vision-Language Models

Prompt-tuning has emerged as a parameter-efficient technique for adapting large-scale vision-language models (VLMs) to downstream tasks while keeping the pre-trained weights frozen. However, prompt-tuned VLMs often suffer from a base-to-novel dual miscalibration problem, where models typically show underconfidence on b...

Shihab Aaqil Ahamed, Mohamed Ansaff, Nang Khin Myat Lay Phyu et al. · 0 citations

#machine learning Preprint Nov 2025

Interpretable Multimodal EEG-ECG Framework for Neonatal Seizure Prediction and Patient-Adaptive Transfer Learning

It is suggested that fully patient-independent neonatal seizure prediction remains challenging, but that patient-adaptive fine-tuning with a small amount of data may provide a practical pathway toward personalized neonatal seizure prediction systems.

S. Ranasingha, Agasthi Haputhanthri, Hansa Marasinghe et al. · 1 citation · ⚡1