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cs.LG2026
Relative Parameter Importance in Task-Agnostic Replay-Free Continual Learning
Malavika Suresh, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga
Achieving continual learning (CL) with deep neural networks requires balancing stability and plasticity while enabling knowledge transfer. In this work, we focus on offline learnin…
cs.LG2024
A Survey of AI-Powered Mini-Grid Solutions for a Sustainable Future in Rural Communities
Craig Pirie, Harsha Kalutarage, Muhammad Shadi Hajar +8
This paper presents a comprehensive survey of AI-driven mini-grid solutions aimed at enhancing sustainable energy access. It emphasises the potential of mini-grids, which can opera…