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Robust Continual Learning through a Comprehensively Progressive Bayesian Neural Network
Thus, as the data for new task streams in, sufficient neurons are added to the network such that the total number of neurons in each layer of the network, including the shared representations with previous tasks and individual task related representation, are equal for all tasks.
Incremental Knowledge Tracing from Multiple Schools
Knowledge tracing is the task of predicting a learner's future performance based on the history of the learner's performance.
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