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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…