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I would like to implement a custom objective function for a convolutional autoencoder network. My objective resembles MSE, but with a Gaussian blurring using [`theano.tensor.signal.conv.conv2d`](http:…
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Hi,
I am new to tf/cnns etc. but in 09_convolutional_autoencoder, shouldn't the cost be against the non-noisy input ( like in 08_denoising_autoencoder ) on [line 114](https://github.com/pkmital/tenso…
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# How to recommend
We can recommend some papers for further discussion under this issue. Include a link to the paper + the conference name and other related information (like the abstract, some basic…
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`function ConvLSTM:__init(inputSize, outputSize, rho, kc, km, stride, batchSize)`
Description for above constructor says
inputSize - number of input feature planes
outputSize - number of output f…
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**Text Similarity Measurement using Convolutional Neural Networks**
https://github.com/hohoCode/textSimilarityConvNet
**text-retrieval**
https://github.com/ml4a/ml4a-guides/blob/master/notebooks/text…
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From messing around with the feature extraction step of the pipeline, I've found that the CNN training massively affects the final accuracy. This raises two points:
- Should the classifier itself cont…
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I'd like to have `Conv1DLayer`, `Conv2DLayer` and `Conv3DLayer` available. Unfortunately Theano's support for 3D convolutions is a bit of a mess imho, there are some different implementations (see [do…
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@fchollet , @farizrahman4u, @phreeza and others, here I wrote a variational layer for variational autoencoders or just a new type of regularization (that is better than plain L2 btw):
https://github.c…
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Hi everyone, I filled in the sub-section in the introduction titled "Types of biological problems". I briefly describe the three classes of topics (categorize, study, treat) and discuss the typical q…
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Relevant test:
https://github.com/hughperkins/tensorflow-cl/blob/dcdb5a64385c72aafa19e5fb9e16e64ec42ad751/tensorflow/stream_executor/cl/test/test_misc.py#L158-L180
```
def test_split():
sh…