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MSc Thesis experimental code. Apply the GEM algorithm to image classification and image captioning problems. Implementation of MaskedGEM, a version of GEM to address the incremental expansion of model's parameters due to vocabulary updates (image captioning). Benchmark of GEM and MaskedGEM with other continual learning methods for image captioning.
kwsthsve/Continual-Learning
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MSc Thesis experimental code. Apply the GEM algorithm to image classification and image captioning problems. Implementation of MaskedGEM, a version of GEM to address the incremental expansion of model's parameters due to vocabulary updates (image captioning). Benchmark of GEM and MaskedGEM with other continual learning methods for image captioning.
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