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Aaron van den Oord DeepMind avdnoord@google.com Yazhe Li DeepMind yazhe@google.com Oriol Vinyals DeepMind vinyals@google.com Abstract While supervised learning has enabled great progress in many applications, unsu-pervised learning has not seen such widespread adoption, and remains an important and challenging endeavor for artificial intelligence.

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