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Publications

Peer-reviewed work in computer vision, energy-efficient deep learning, multimodal AI, and accessible sign-language technology.

2025
★ Best Paper Award

FACTNet: A Flash-Attention-Optimized CNN Transformer Framework for Real-Time Video Restoration

Y. Abhishek, N. D. Kodikara
IEEE Xplore ↗ Project page →
2025

End-to-End Sign Language Recognition Pipeline: Towards Energy-Efficient Modeling

Y. Abhishek, D. K. Sumanathilaka
ScienceDirect ↗ Project page →
2025

SSL400 — A Comprehensive Word-Level Dataset for Sinhala Sign Language Recognition

Y. Abhishek, D. K. Sumanathilaka
IEEE Xplore ↗ Dataset ↗ Project page →
2024

Deep Learning in Sinhala Sign Language Recognition: A Systematic Decade-Review

Y. Abhishek, D. K. Sumanathilaka
IEEE Xplore ↗ Project page →
2023

Lightweight 1-D CNN Model for Predicting Snoring Duration

Y. Abhishek, D. K. Sumanathilaka
IEEE Xplore ↗ Project page →
2023

Deep Learning Framework for Currency Authentication & Counterfeit Prevention

Y. Abhishek, D. K. Sumanathilaka, et al.
IEEE Xplore ↗ Project page →