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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and found no similar feature requests.
### Description
I'm encountering an iss…
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See["Causal Representation Learning from Multiple Distributions: A General Setting"](https://arxiv.org/abs/2402.05052) for one description of the problem setup in the case of purely observational data…
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您好,冒然打扰,非常抱歉。
见您在CoSMIG的code下面有询问论文作者关于DGIdb数据集上inductive情况下的和论文结果有出入的事情,
1)您是直接使用作者github公开的code吗,还是说有找作者要的code呢
2)关于inductive的数据集,是作者发您了inductive和transductive两种情况下的数据划分吗
期待您的回复,万分感谢!!
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I initially was very excited about this paper. However, after reading the code, I found there were actually two code books and two representations, where one is 1D(K=32) and another is 2D(16x16). All …
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Acredito que há o que aprender com esse trabalho. Essa noção de hierarquia lembra as subnets do #43. A noção de componentes faciais provavelmente inspirou o #51. E se tivéssemos subnets para cada comp…
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**What is one hot encoding?**
One hot encoding is one way to prepare data for an algorithm and improve prediction for categorical data, which are variables made up of label values. With one-hot, we c…
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Thanks for shareing the wonderful work of UV-Net.
I have a question about the unsupervised representation learning proposed in section 4.2.3 of the paper of UV-Net.
I tried an unsupervised represent…
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SUGRL has shown impressive performance and speed. However, the paper Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning found that the representation space p…
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### 論文へのリンク
[[arXiv:1711.00937] Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937)
### 著者・所属機関
Aaron van den Oord, Oriol Vinyals, Koray Kavukcuoglu
- DeepMind
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## 一言でいうと
Data Augmentationを用いる強化学習で、事前に表現学習を行いその後に通常通りの強化学習を行う研究。表現学習は時系列が近い状態を近いと(Augmentationをかけても)認識できるよう対照学習を行う。その後強化学習を行う。初回からEnd2Endより高い性能を観測
### 論文リンク
https://arxiv.org/abs/2009.08319…