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Hey, thanks for your great work!
Can you make this code work for SimCLRv2 checkpoints?
vndee updated
4 years ago
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*Note:* I should also try some experiments with supervised ImageNet pretrained models. A lot of the stuff here will be the same as for them, but I'll just focus on SimCLR stuff here.
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I looked at the SimCRLv2 implementation and I don't see the memory bank that you implement in the version given in the paper, which is also explained in your post on Medium. Is that correct? I wanted …
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Hi, I loaded the r50_1x_sk0 checkpoint for ResNet-50, and it seems that the network architecture isn't exactly the original one in [ResNet paper](https://arxiv.org/pdf/1512.03385.pdf). However, I didn…
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Hi!
Thanks for this outstanding code! I am trying to validate the checkpoints provided in your google drive.
But I meet some problems in reproducing results of the checkpoints (e.g., r101_1x_sk…
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Assuming the followings are already read. (need links)
- [Contrastive Self-Supervised Learning](https://ankeshanand.com/blog/2020/01/26/contrative-self-supervised-learning.html)
- [SimCLR](https:…
taeil updated
3 years ago
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Hello, I'm trying to load a r50_1x_sk0/saved_model of pretrained checkpoint-tf2 of simCLRv2, to just fine tuned but I'm coming across this error:
'_UserObject' object has no attribute 'summary'
I wo…
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For SimCLR and MoCo there are two versions. Our implementations are more close to v2 of both from what I've seen. But I'm not sure we use all the changes from the papers. I think it makes sense to cla…
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- https://arxiv.org/abs/2103.13023
- 2021
ヴィジョン・トランスフォーマー(ViT)の事前学習は、自然な画像と人の注釈付きラベルがなくても完了できるのだろうか?
ViTの事前学習には、大規模データセットと人の注釈付きラベルに大きく依存しているように見えるが、最近の大規模データセットには、プライバシー侵害、不十分な公平性の保護、手間のかかる注釈などの…
e4exp updated
3 years ago