DeepMind Technologies Limited patent applications on August 15th, 2024
Patent Applications by DeepMind Technologies Limited on August 15th, 2024
DeepMind Technologies Limited: 1 patent applications
DeepMind Technologies Limited has applied for patents in the areas of G06N3/006 (1), G06F17/16 (1), G06F18/22 (1), G06N3/045 (1), G06N3/048 (1) G06N3/006 (1)
With keywords such as: observation, observations, latent, given, sequence, representation, context, generating, neural, and network in patent application abstracts.
Patent Applications by DeepMind Technologies Limited
Inventor(s): Aaron Gerard Antonius van den Oord of London (GB) for deepmind technologies limited, Yazhe Li of London (GB) for deepmind technologies limited, Oriol Vinyals of London (GB) for deepmind technologies limited
IPC Code(s): G06N3/006, G06F17/16, G06F18/22, G06N3/045, G06N3/048, G06N3/08, G06V10/764, G06V10/77, G06V10/82
CPC Code(s): G06N3/006
Abstract: methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training an encoder neural network that is configured to process an input observation to generate a latent representation of the input observation. in one aspect, a method includes: obtaining a sequence of observations; for each observation in the sequence of observations, processing the observation using the encoder neural network to generate a latent representation of the observation; for each of one or more given observations in the sequence of observations: generating a context latent representation of the given observation; and generating, from the context latent representation of the given observation, a respective estimate of the latent representations of one or more particular observations that are after the given observation in the sequence of observations.
DeepMind Technologies Limited patent applications on August 15th, 2024
