Fig.1

Concept

causal VAEs

Causal VAEs are variational autoencoders whose temporal structure is constrained so that the latent for any frame depends only on that frame and earlier ones, never on future frames. Like an ordinary video VAE that compresses pixels into a compact latent space with an…

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