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Found 2 papers, 1 papers with code
Continual Learning with Guarantees via Weight Interval Constraints
We introduce a new training paradigm that enforces interval constraints on neural network parameter space to control forgetting.
Target Layer Regularization for Continual Learning Using Cramer-Wold Generator
We propose an effective regularization strategy (CW-TaLaR) for solving continual learning problems.
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