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Hi, thanks for your excellent work.
I run the K-means algorithm (faiss-gpu based) over L2-normalized pretext features (i.e., MoCo v2 checkpoint). The result on the training dataset is around 66% AC…
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Hi,
1. Would like to ask if this could work with a data set that has no defined category (example vases could be mixed in with mugs in the same dataset)
2. Are the number of segmented parts fixed?…
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Hello,
I'd like to segment a single object in a picture (only two Instances being recognized -> Foreground and Background). I've tried tweaking the parameters in "SamAutomaticMaskGenerator" but fai…
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1. [Binary Relevance Efficacy for Multilabel Classification](https://link.springer.com/article/10.1007/s13748-012-0030-x) > https://github.com/Gin04gh/datascience/issues/6#issuecomment-419388287
1. […
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7/8 Optimization 방법론
- Optimization 방법론의 발전
- Gradient Descent Algorithm
- 어떠한 함수의 최소점을 찾는것
- 함수의 공간은 파라미터, 파라미터 갯수가 엄청나게 늘어나면 함수 형태 파악 불가능
- 파라미터의 기울기만을 알고 있다고 가정(코스트 함수를 최소화 하기 위해, 코스…
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[The format of the issue]
Paper name/title:
Paper link:
Code link:
amusi updated
17 minutes ago
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Sorry to bother you again!!!
I do some ablation experiments for this paper. But I found some strange results.
Firstly, I run your original code for GTA5->Cityscapes. I got the following result:
…
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## Review
### 一、论文
#### 看了一个有趣的工作 [Generating Instance Segmentation Annotation by Geometry-guided GAN](https://arxiv.org/abs/1801.08839)
作者是上海交通大学的卢策吾团队。用三维重建+物理引擎建模+保有几何信息的特殊GAN 来生成特定场景下的 In…
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Hi, Xu,
I have read your paper and found it an interesting work. I have a question about your paper. In stardard self-ensemble learning, teacher model should be able to yield more a…
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### 本周工作
1.上周,老师给我提出了要把血管分割网络应用于其他未标注数据集的问题。本周通过阅读了一些论文还有和周雅婷同学的探讨,把这个问题归结为域适应问题(domain adaption),属于迁移学习领域。域适应问题认为,两个不同的数据集具有不同的域(domain)(我对域的理解为图像数据的分布)。现假定A数据集有标注,而B数据集没有。在A数据集上训练出的网络在B数据集中进行测试得到的结…