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### 😎 Responsibility
@wh4044, @juk1329 , @Glanceyes
### 💡Issue
- @juk1329님이 실험한 LightGCN으로 문제 추천 결과 Inference 시 유저의 성향에 과도하게 편향된 결과가 나온다는 보고가 있었습니다.
- LightGCN의 학습된 유저 또는 태그 임베딩을 Multi-D…
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# References
+ [Introduction To Autoencoders In Machine Learning](https://youtu.be/NZ97-lFEUq8)
+ [Convolutional autoencoder for image denoising](https://keras.io/examples/vision/autoencoder/)
+ [B…
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For one-hot-encoding, the list of hybridization choices misses [S-Hybridization](https://www.rdkit.org/docs/source/rdkit.Chem.rdchem.html#rdkit.Chem.rdchem.HybridizationType.S):
https://github.com/Ha…
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https://doi.org/10.5220/0006636401400145
> In the era of precision medicine and cancer genomics, data are being generated so quickly that it is difficult to fully appreciate the extent of what is d…
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Outstanding Work!
I have a question regarding the performance of the VAE in your CCM Diffusion model. As far as I understand, VAE typically struggle to reconstruct precise CCM. Since the performance …
LTT-O updated
4 months ago
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Hello! I'm very interested in using these models (especially the conditioned variational autoencoder), and thank you for your work!
I saw in a thread that in 2020 a tutorial was made for this. Where…
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Hello
I hope someone can help me understand why the KL is calculated as:
0.5 * torch.sum(torch.pow(self.mean, 2) + self.var - 1.0 - self.logvar, dim=[1, 2, 3])
In the DiagonalGaussianDistributi…
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### Deep Learning Simplified Repository (Proposing new issue)
:red_circle: **Project Title** : Sudoku Solver using CNN
:red_circle: **Aim** :
Network was able to solve the puzzles with 95% accurac…
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Suggested list of courses would be:
- An introduction to deep learning **
- How to train a neural network
- Regularisation in neural networks
- Deep Bayesian neural networks
- Conv…
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We need to understand the backend architecture so that we can be confident about it.
-Model1: GAN
We have generator & discriminator.
Based on the user's choice it learns & improves upon.
It…