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这篇论文是谷歌出品的又一个很有意义的工作。该文提出了一个非常简单的方法,来提高模型在vision-language和vision的表示能力。该方法通过对原始语料进行简单处理从而获得大规模的噪声数据集,接着采用对比学习的方法在一个非常基础的dual-encoder模型进行预训练(image caption任务)。该模型现在在许多任务上都刷新了SOTA。
## 信息
- 主要作者:Chao Ji…
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Hi!
I’ve recently started developing with Goa, and I’m still learning about all its functionalities. I’m currently trying to convert a user-defined type into a struct in a library. For this specif…
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# Summary
#### Link
[Learning Invariant Representations for Reinforcement Learning without Reconstruction](https://arxiv.org/abs/2006.10742)
#### Author/Institution
Amy Zhang, Rowan McAllister…
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## 一言でいうと
分散表現を学習する際、コーパスに対してかける前処理がどのような影響をもたらすのかを調査した研究。Negation(否定文を通常文に言い換える(not happy => sadなど))は様々なデータセットで効果があり、次いで品詞フィルタが効果有。StopWordとStemmingは逆に精度が落ちた。
### 論文リンク
https://www.aclweb.or…
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### Idea Contribution
- [X] I have read all the feature request issues.
- [X] I'm interested in working on this issue
- [X] I'm part of GSSOC organization
### Explain feature request
If the diagram…
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Dear Developers,
I'm getting the following error when running the code below
> pearl/neural_networks/common/value_networks.py", line 262, in get_q_values
x = torch.cat([state_batch, action_batc…
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Hi Authors,
Thanks for your excellent work. I am very interested in developing algorithms based on the HEST-1k database.
I would like to know how to get access to the pre-processed data for the m…
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* 논문제목 : SimTS: Rethinking Contrastive Representation Learning for Time Series Forecasting
* 분야 : time series
* 논문 링크 : https://arxiv.org/pdf/2303.18205.pdf
* 발표 자료 : https://cottony-wedelia-967.no…
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Great work, I am confused about the results of Himap, since I cannot find the code of it? How you reproduce the results of it?
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Hi, thanks for your great work. I wonder if we need to correct the batch effects of these spatial transcriptomic data or not. Thanks a lot!