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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:
AISTATS (2024)
Keyphrases
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machine learning
prior knowledge
dimensionality reduction
learning algorithm
reinforcement learning
learning process
active learning
probability distribution
nearest neighbor
learning tasks
supervised learning
incremental learning