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### Search before asking
- [X] I have searched the Autodistill [issues](https://github.com/autodistill/autodistill/issues) and found no similar bug report.
### Bug
Labeling large dataset wi…
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## Problem statement
1. image와 language pair의 관계에 대한 multi-modal pre-training을 넘어서, language supervision과 image self-supervision을 통해 데이터 효율을 높여본다.
- CLIP + SimCLR(image supervision)을 해보자
##…
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### Description
- This issue aims to improve the static type checking in our codebase and expand the functionality of the Supervision library. The enhancements will make the static type checking an…
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## 一言でいうと
自己教師学習で動画のラベリングを行う研究。表現とそれによるクラスタリングを同時に学習するSeLaをベースに、クラスタへの配分がそれぞれ等しい⇒偏りを許容、画像⇒動画(マルチモーダル)、単一の関数学習⇒複数並列といった改善を行っている。
### 論文リンク
https://arxiv.org/abs/2006.13662
### 著者/所属機関
Yu…
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I would like to ask what kind of supervision the ThreaTrace algorithm is? Is it self-supervised?
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It is recommended that you write the UNetV2 class like this to support more backbones, timm==0.9.12
```
import timm
class UNetV2(nn.Module):
"""
use SpatialAtt + ChannelAtt
"""
…
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Hi Gustav,
I downloaded the pretrained VGG-16 model from http://people.cs.uchicago.edu/~larsson/color-proxy/models/vgg16.caffemodel.h5 and tried to fine tune it for pascal classification using the …
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### Search before asking
- [X] I have searched the Supervision [issues](https://github.com/roboflow/supervision/issues) and found no similar feature requests.
### Description
Current object…
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![image](https://user-images.githubusercontent.com/46675408/150263175-a405612c-b130-4a53-ab18-88b8eb199107.png)
[arxiv](https://arxiv.org/pdf/2112.12750v1.pdf), [code](https://github.com/facebookrese…
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Thank you for your interesting work.
It was very impressive to improve the robustness to domain shift through self-supervision.
In particular, I'm interested in conventional UDA settings (e.g. ci…