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Action-Conditioned 3D Human Motion Synthesis with Transformer VAE

Action-Conditioned 3D Human Motion Synthesis with Transformer VAE

We tackle the problem of action-conditioned generation of realistic and diverse human motion sequences. In contrast to methods that complete, or extend, motion sequences, this task does not require an initial pose or sequence. Here we learn an action-aware latent representation for human motions by training a generative variational autoencoder …