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I'm working with Dirichlet distributions and the compositional data simplex, and am really enjoying MIDASpy's flexibility when dealing with this data (related to K-L divergence in the decoder). Howeve…
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LSTM is usually used to sequence task, What is the reason that LSTM could success to aggretate neighbor features which has no sequence dependence?
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Hi, I'm having trouble reproducing the baseline numbers in the ICLR Deep Compositional Coding paper. Could you share the exact hyperparameters to run lstm_sent.py to get the 87% score? Thanks so much!
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@ssardina The paper mentions that they get optimal solns from the COIN solver too, which is open source.
I had a play with clingcon on some dummy examples - https://github.com/potassc…
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Hi,
I'm trying to extract some features of some compounds that are not on Materials Project, and I get an error. On the xenonpy tutorial, you mention that it is possible to use your own data, I w…
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We need to populate the recent publications page with recent papers. We need the authors list, abstract, link to pdf, downloaded pdf, and a figure for the preview. This can be a figure from the paper …
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Thank you very much for your work, it was very interesting! But I'm curious about how prototypes learn.
The article says that prototypes can be learned, represented as a linear layer in the code. Ho…
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As lots of excellent work is going to appear in CVPR 2022, we are collecting the newly released papers related to human mesh recovery (a.k.a. 3D human pose and shape estimation).
If you have any pr…
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[The format of the issue]
Paper name/title:
Project link:
Paper link:
Code link:
amusi updated
2 weeks ago
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## Keyword: sgd
### A Convergence Theory for Federated Average: Beyond Smoothness
- **Authors:** Authors: Xiaoxiao Li, Zhao Song, Runzhou Tao, Guangyi Zhang
- **Subjects:** Machine Learning (cs.LG);…