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Learning Dynamics in Linear VAE: Posterior Collapse Threshold, Superfluous Latent Space Pitfalls, and Speedup with KL Annealing.
Yuma Ichikawa
Koji Hukushima
Published in:
CoRR (2023)
Keyphrases
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learning process
learning tasks
learning algorithm
reinforcement learning
supervised learning
data sets
active learning
probabilistic model
dimensionality reduction
euclidean distance
transfer learning
gaussian process latent variable models