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### Paper
[Outlier Detection for Time Series with Recurrent Autoencoder Ensemble](https://www.ijcai.org/proceedings/2019/0378.pdf) IJCAI'19
### Code
https://github.com/tungk/OED
### Authors
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Add descriptions to the Parameters Appendix for Deep Learning parameters:
pretrained_autoencoder
overwrite_with_best_model
hidden
epochs
train_samples_per_iteration
target_ratio_comm_to_comp
…
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### Description
The below snippet causes drastically different results if the loss function is JIT'd vs not compiled. This results in a bad optimization where the version with the JIT'd loss functi…
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I tried to change to another dataset, but tensorflow came up with the following warning during training and couldn't find a solution. This bothers me a lot.
WARNING:tensorflow:Gradients do not exist …
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https://doi.org/10.1101/433763
> Recent advances in deep learning, particularly unsupervised approaches, have shown promise for furthering our biological knowledge through their application to gen…
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> Convolutional neural networks (CNN) have been successfully used to handle three-dimensional data and are a natural match for data with spatial structure such as 3D molecular structures. However, a d…
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I am currently trying autoencoder network on caffe on 3 channelled (coloured images) by modifying the MNIST autoencoder example from caffe to suit Cifar10 32x32 images. The network trains but when I t…
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[You posted on Reddit](https://www.reddit.com/r/MachineLearning/comments/l4rnfv/p_why_are_stacked_autoencoders_still_a_thing/).
I think this is very cool.
In the Reddit post you ask if you misse…
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https://arxiv.org/abs/1610.02415v1
Directly related to #52 and #53. Somewhat related to #45, #55, and #56. This preprint examines an autoencoder-based method for representing molecules with continuou…
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PFNはChainerの開発をやめて,PyTorchへの移行を行うみたいです(CuPyの開発は継続).
https://chainer.org/announcement/2019/12/05/released-v7-ja.html
このことから,こちらのリポジトリも合わせてPyTorchへの移行を行います.
移行に関するドキュメントも合わせて公開されたようですのでなんとか頑張って移行しま…