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I would like to perform self-supervised fine-tuning from the pre-trained weights. Is it possible to also provide the pre-trained head weights? Thanks!
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https://arxiv.org/abs/2304.12210
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논문 제목: Big Self-Supervised Models are Strong Semi-Supervised Learners
발표 자료: https://docs.google.com/presentation/d/1IKVPUB20qOMJxT1Wg-ex4DMqGMRK9IVL/edit?usp=sharing&ouid=101301166083043797471&rtpo…
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https://arxiv.org/abs/1906.02940
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Dear author, thank you for your excellent work, I have been reading your code recently, I have debugging your code, but when I read the model part, I found that the third stage generated from the supe…
MF-XU updated
6 months ago
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Hello, I would like to ask, how to use Dinov2 for self-supervised learning of unlabeled images, get pre-trained weights, and then load the obtained pre-trained weights for supervised learning with lab…
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Hi Wan,
Thanks for your great work. I am running your code with command
`python3 network/run_engine.py --initial_model ./pretrained/synthetic.pth --mode Train --model_dir ./output --tag self-su…
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### 論文へのリンク
[[arXiv:2010.09893] LT-GAN: Self-Supervised GAN with Latent Transformation Detection](https://arxiv.org/abs/2010.09893)
### 著者・所属機関
Parth Patel, Nupur Kumari, Mayank Singh, Balaji…
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I have 16000 images on my unlabeled data, the batch_size is set to 32, and it takes almost 20 minutes to train an epoch, what is the reason for that
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Hi,
Self-supervised pretraining for speech representation is a promising technique for developing ASR in resource-constraint languages with little transcribed data, and SimCLR is applied with success…