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I found that I can't reproduce the result in the paper, and the released pretrained model is also work badly. So , could you give some more instruction about this?
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**Describe the solution you'd like**
It would be nice to have an option for self-training. Self-training is related to active learning but gets labels for queries based on its predictions instead of …
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It says that pretraining is 25,000 steps and finetuning is 6000 steps for warm up only. Can I know the number of learning epochs for pretraining and finetuning including warm up?
I have taken part of…
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Hi Tianduo,
I really appreciated your work in developing the learnable data augmentation for sentence representation learning. Your proposed method DiffAug has shown really good performance in semi-s…
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I followed the tutorial for clustering which was extremely helpful. What I didn't like about it was the fact that I was left with n clusters but had no clue what was in each cluster which is particula…
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Hey, I'll just leave it here as an idea, it would be nice to have a section for "Unsupervised Continual Learning" or something like that. It is a hot topic nowadays, and there are enough papers to hav…
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VAE and DAE: basic principles and tools
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### Metadata
Authors: Prajit Ramachandran, Peter J. Liu and Quoc V. Le
Organization: Google Brain
Conference: EMNLP 2017
Link: https://goo.gl/n2cKG9
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# 0. 論文情報・リンク
論文リンク:https://arxiv.org/abs/1807.05520
http://openaccess.thecvf.com/content_ECCV_2018/papers/Mathilde_Caron_Deep_Clustering_for_ECCV_2018_paper.pdf
公開日時:Submitted on 15 Jul 2018
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# Version history
scarches: 0.5.10
# Issue
When attempting to initialize the scPoli model for unsupervised learning, the constructor seems to require a `label_indices=[]` argument to be passed…