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### Links
- Paper : https://arxiv.org/abs/2103.03230
- Github : https://github.com/facebookresearch/barlowtwins
### 한 줄 요약
- SSL 학습에서 embedding vector 간 redundancy reduction을 수행하는 objective를 적용하…
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## Instructions To Reproduce the 🐛 Bug:
1. what changes you made (`git diff`) or what code you wrote
Nothing has been changed at `barlow_twins_loss.py`.
2. what exact command you run:
FYI, w…
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Hi,
I found this work very interesting and plan to work on similar topics. However I encounter some issues:
(1) For the fine-tuning example with Barlow Twins and CIFAR-100, should it be barlow.sh i…
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## 🐛 Bug
After running `pip install 'lightning-flash[image]'`, when I try to create an `ImageEmbedder`, I get:
`ModuleNotFoundError: Required dependencies not available. Please run: pip install…
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I have some question about the following codes
{
def whitened_barlow_twins_loss(self, y1, y2):
z1 = self.whiten_bn(self.projector(self.backbone(y1)))
z2 = self.whiten_bn(self.pro…
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Hi,
Are you using a projection network with following dimensions resnet (output) -> 512 -> 2048 -> 2048 ?
If that is the case then I am curious to know that why you decided to do it like this a…
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I think it is a great job for medical image analysis! However, I have some questions about the details of training 2D images.
①You did a warming up and then jointly training, which totally took up to…
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Base vicreg experiment config
```
Implementation details for pretraining with VICReg on the 1000-classes ImagetNet dataset without
labels are as follows. Coefficients λ and μ are 25 and ν is 1 in…
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![MoCov1](https://github.com/youngtboy/Awesome-Self-Supervised-Vision-Pretrain/assets/66102178/0db281de-9c7c-4292-8e52-2fe125fb4afa)
![MoCov2](https://github.com/youngtboy/Awesome-Self-Supervised-Vis…
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The weights from the download URLs for NPID and MoCoV2 appear to be the same. Perhaps a copying error?
The code below may be run to demonstrate the equivalence:
```
def get_vissl_model(weights_…