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For Probabilistic models, the [Quick Start Guide](https://alan-turing-institute.github.io/MLJ.jl/dev/quick_start_guide_to_adding_models/#Predict/Transform-1) says the returned value of `predict` shoul…
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http://bjlkeng.github.io/posts/variational-autoencoders/
Thank you for your wonderful blog.
I am not sure whether the first item in the Equation (14) (Actually there is no Equation 14, I am refe…
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## High priority task:
1. Integrate charting library and incorporate charts in the notebook.
2. Reduce unnecessary imports.(Use * wherever possible). Do this immediately.
## Next milestones
1. Run…
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Should ``predict(...)`` be consistent with hat x in Eq. (2) of [GAIN](https://www.biorxiv.org/content/10.1101/2020.06.09.141689v1) and ```x_gen_ = x_ + x_gen * (1 - mask)``` in ```train_disc(...)```?…
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Hi,
There exists one more paper on CVPR 2019
"Generalized Zero-and Few-Shot Learning via Aligned Variational Autoencoders"
Thanks,
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* Name of dataset: binary-mnist
* URL of dataset: https://github.com/yburda/iwae/blob/master/datasets/BinaryMNIST/README
* License of dataset: MIT
* Short description of dataset and use case(s): St…
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Hi, bjlkeng,
I read your blog and GitHub code. That's quite helpful for me as a new learner to VAE methods.
When I was reading the code of semi-VAE m2 model, I found that the unlabele…
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Sorry if this is a basic question; variational inference isn't my forte. When calculating the KL divergence, it seems like the code takes 1000 samples from Q and roughly calculates the mean of log(Q(s…
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The docs seem to describe the opposite effect to what the methods are doing.
- https://github.com/deeplearning4j/deeplearning4j/blob/2e4382084d55487b44e6eeb05eda6a88ff62f74f/deeplearning4j-core/src/ma…