3 papers
cs.LG2024
Cross-Domain Continual Learning via CLAMP
Weiwei Weng, Mahardhika Pratama, Jie Zhang +3
Artificial neural networks, celebrated for their human-like cognitive learning abilities, often encounter the well-known catastrophic forgetting (CF) problem, where the neural netw…
cs.LG2024
Towards Cross-Domain Continual Learning
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang +2
Continual learning is a process that involves training learning agents to sequentially master a stream of tasks or classes without revisiting past data. The challenge lies in lever…
eess.SY2018
Generic Evolving Self-Organizing Neuro-Fuzzy Control of Bio-inspired Unmanned Aerial Vehicles
MD. Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G Anavatti +2
At recent times, with the incremental demand of the fully autonomous system, a huge research interest is observed in learning machine based intelligent, self-organizing, and evolvi…