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10/05/2022
Phenaki: Variable Length Video Generation From Open Domain Textual Description
We present Phenaki, a model capable of realistic video synthesis, given ...
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11/30/2021
Adaptive Optimization with Examplewise Gradients
We propose a new, more general approach to the design of stochastic grad...
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12/20/2019
HiLLoC: Lossless Image Compression with Hierarchical Latent Variable Models
We make the following striking observation: fully convolutional VAE mode...
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02/12/2019
Gaussian Mean Field Regularizes by Limiting Learned Information
Variational inference with a factorized Gaussian posterior estimate is a...
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11/13/2018
Modular Networks: Learning to Decompose Neural Computation
Scaling model capacity has been vital in the success of deep learning. F...
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09/13/2018
Stochastic Variational Optimization
Variational Optimization forms a differentiable upper bound on an object...
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06/01/2017