Motion generation from Scratch in generative models

• Autoencoder
• Conditional Variational Autoencoder
• Generative Adversarial Network
• Diffusion

TODO

• pybullet viewer

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Reference

[1] CMU. Carnegie-Mellon Mocap Database. http://mocap.cs.cmu.edu/.
[2] D. Holden, J. Saito, and T. Komura, Learning motion manifolds with convolutional autoencoders. InSIGGRAPH Asia 2015 Technical Briefs 2015 Nov 2 (p. 18). ACM.
[3] D. Holden, J. Saito, and T. Komura, “A deep learning framework for character motion synthesis and editing,” ACM Transactions on Graphics (TOG), vol. 35, no. 4, pp. 1-11, 2016.