24 citations · 25 across the 2 of their papers we have counts for
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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.LG2021★ 24 cited
Continual Learning via Inter-Task Synaptic Mapping
Mao Fubing, Weng Weiwei, Mahardhika Pratama +1
Learning from streaming tasks leads a model to catastrophically erase unique experiences it absorbs from previous episodes. While regularization techniques such as LWF, SI, EWC hav…