Jev Gamper

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icon company @vinted icon location Warwick University icon location PhD student at Warwick University. Working on research in Machine Learning & Digital Pathology. To learn more click on the URL below!

Results 2 issues of Jev Gamper

Reproducing CIFAR-10, Resnet-18, Pytorch

Hi @yosinski, @rquber, @mimosavvy I've attempted to reproduce Figure S14 (see figure below) in arxiv version of the paper (https://arxiv.org/pdf/1804.08838.pdf), where you estimate intrinsic dimension on CIFAR-10 using ResNet. ![resnet_paper](https://user-images.githubusercontent.com/13080433/75496296-ad071b00-59b8-11ea-9305-70732f511db7.png)...

Understanding inference encoder

4 comment

https://github.com/OATML/ucate/blob/f57e47b1baec802c955adc7b07317d8014e50d91/ucate/library/models/cevae.py#L110-L186 @anndvision could you please help me understand the encoder in cevae. If understand correctly; there supposed to be three inference models: t ~ q(t|x) # treatment y ~ q(y|t,x)...