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### References
- http://ruishu.io/2016/12/25/gmvae/
- http://nbviewer.jupyter.org/github/RuiShu/vae-clustering/blob/master/experiments.ipynb
- https://github.com/dpkingma/nips14-ssl
### Citations
- D…
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Description
In order to create synthetic data for OCR, we try out the approach of font style transfer using deep learning.
Model will transfer font style onto an image of text given. Now research on v…
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Hi,
It is just a naive idea. According to the paper, you describe that scATAC-seq has the issue of "missingness" like the dropout in scRNA-seq data. So what if using a zero-inflated Bernoulli to char…
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Read the papers in [Deep Learning’s Most Important Ideas](https://www.kdnuggets.com/2020/09/deep-learnings-most-important-ideas.html).
- [x] Tackling ImageNet with AlexNet and Dropout
- [x] [I…
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Hey Justin,
thanks for the repo, great work! When I run your decoder, it works just fine for a while, but every once in a while I get the following message:
```
image_compression_container_deco…
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> Transcriptional profiling on microarrays to obtain gene expressions has been used to facilitate cancer diagnosis. We propose a deep generative machine learning architecture (called DeepCancer) that …
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Need a background on variational autoencoders.
Suggestions:
- Black box variational inference for state space models (http://arxiv.org/abs/1511.07367).
- Possibly a better explanation.
- Stochastic …
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https://doi.org/10.1101/262501
> Recent advances have enabled gene expression profiling of single cells at lower cost. As more data is produced there is an increasing need to integrate diverse data…
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Why is it said that "Please note that the RMSE and Accuracy stuffs in the training log is not reliable" for SAHP and THP ?
zhjcp updated
3 months ago
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Thanks for your work!
This work achieved 40.5 mAP on COCO without external datasets or knowing novel classes during training. However I found that the Linear Probing on Novel Classes would indeed u…