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I ran the author's code with my own data set to find out why the loss function consistency_B is 0 and regularization_G_B is stable at 0.5. Is this normal?
### 著者・所属機関
Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Oden…
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### 論文へのリンク
[[arXiv:1910.12027] Consistency Regularization for Generative Adversarial Networks](https://arxiv.org/abs/1910.12027)
### 著者・所属機関
Han Zhang, Zizhao Zhang, Augustus Odena, Honglak …
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Self-supervision/semi-supervised learning is ultra-hot now, with new SOTAs being set in DRL using shockingly simple method, and self-supervised being competitive with classical supervised CNNs at Imag…
gwern updated
4 years ago
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### 論文へのリンク
[[arXiv:2003.00187] Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation](https://arxiv.org/abs/2003.00187)
### 著者・所属機関
Takehiko Ohkawa, Naoto Inoue…
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### Is this a unique feature?
- [X] I have checked "open" AND "closed" issues and this is not a duplicate
### Is your feature request related to a problem/unavailable functionality? Please describe.…
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Hi! Thanks for your brilliant work!
I am wondering the insight in `the regularization to improve the continuity and consistency of predicted SDF values`([code](https://github.com/nexuslrf/SPIDR/blob/…
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### Description
Paper title "Push Quantization-Aware Training Toward Full Precision Performances via Consistency Regularization"
### (Optional:) Please add any files, screenshots, or other informati…
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## 論文リンク
https://arxiv.org/abs/2001.07685
## 公開日（yyyy/mm/dd）
2020/01/21
## 概要
semi-supervised learning (SSL)の新手法 FixMatch を提案。consistency regularization と pseudo-labeling の組み合わせ。SoTAを達成。(CIFA…
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Hi Xingyu,
Thank you for releasing code here.
I noticed that the loss function used in the code is different from the one in the Paper. In the paper, you used a huber loss together with a cycle…