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I read the [A neural Algorithm of artistic style](https://arxiv.org/abs/1508.06576) recently and while trying to implement I referred pytorch's tutorial but it used only top layers rather than full mo…
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모두를 위한 딥러닝 LEC01.
모두를 위한 딥러닝 LAB01.
![image](https://user-images.githubusercontent.c…
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## 一言でいうと
Adversarial Exampleへの耐性を上げるために、モデル側ではなくデータセット側を工夫するという論文。そもそもAdversarial Exampleは「汎用的ではない特徴」でモデルがこれに依存しているだけではとし、入力から「汎用的ではない特徴」を抜いたデータセットを作成しそれで学習という方法をとっている
![image](https://user-ima…
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I have plans to buy 2 titans. Will it be possible to use 24 GB for one image at once? What will give nvlink technology for this project?
Grume updated
7 years ago
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The idea of the similarity function is to compare what the network "sees" in our image gluing to what it "sees" in the target picture. To do this, the idea is to take a publicly available pretrained n…
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I am curious if anyone has been able to match these results. I can't seem to get close. If you have, what sort of settings are you running?
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Diffusion Deepfake
https://arxiv.org/abs/2404.01579
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I have developed an iOS App based on fast neural style. It can process both image and video. And all computation is 100% on your iPhone. The App is called "Artly" on AppStore.
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I wonder what optimizations would be needed to feed it some audio. Seems the dimensions of a audio file are fairly different than typical image files.
I imagine the results could be quite bizarre but…
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I'm working on video processing with fast_neural_style, and I've explored various methods of reducing noise and variance frame to frame, with mixed results. The biggest problem with using an external …