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This optimization problem involving a generative model poses various difficulties for existing first- ... URL https://openreview.net/forum?id=H1xQVn09FX.
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30 Jun 2020 ... This tutorial illustrates how to use a pre-trained ONNX deep learning model ... This neural network is good when the data does not have a spatial or ... The Open Neural Network Exchange (ONNX) is an open source format for AI models. ... Inside the FilterBoundingBoxes method, start off by creating an array ...
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A generative adversarial network (GAN) is a class of machine learning frameworks designed by Ian Goodfellow and his colleagues in 2014. Two neural networks contest with each other in a game (in the sense of game theory, often but not always in the form of a zero-sum game). ... and then down-sampling them to fit the game's native resolution (with results ...
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Researchers continue to find improved GAN techniques and new uses for GANs. ... The system requires no labels or pairwise correspondences between images. ... its own plausible pattern to replace the pattern erased by the down-sampling.
10 Feb 2020 ... A GAN can have two loss functions: one for generator training and one for ... "Wasserstein GAN" or "WGAN") in which the discriminator does not ...
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