A SOM-VAE generative replay method stores per-unit Gaussian statistics instead of raw data and reports competitive class-incremental accuracy on standard benchmarks.
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Class Incremental Continual Learning with Self-Organizing Maps and Variational Autoencoders Using Synthetic Replay
A SOM-VAE generative replay method stores per-unit Gaussian statistics instead of raw data and reports competitive class-incremental accuracy on standard benchmarks.