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jun-devpBlog
Media Informatics
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Neural Networks
jun-devpBlog
This publication is to organize and post what I’ve studied
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Neural Networks
jun94
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jun-devpBlog
Dec 28, 2020
[DL] 13. Convolution and Pooling Variants (Dilated Convolution, SPP, ASPP)
1. Dilated Convolution
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4
jun94
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jun-devpBlog
Dec 28, 2020
[DL] 12. Unsampling: Unpooling and Transpose Convolution
1. Motivation
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30
jun94
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jun-devpBlog
May 22, 2020
[Review] 2.2 Sequence-to-Segments Networks for Segment Detection
1. Recap
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jun94
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jun-devpBlog
May 21, 2020
[Review] 2.1 Sequence-to-Segments Networks for Segment Detection
Introduction to S²N, recap of…
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11
jun94
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jun-devpBlog
May 7, 2020
[Review] 1. U-time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging
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4
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jun-devpBlog
Apr 10, 2020
[PyTorch] 6. model.train() vs model.eval(), no_grad(), Hyperparameter tuning
(1) model.train() vs model.eval (2) no_grad (3) Hyperparameter tuning
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9
jun94
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jun-devpBlog
Apr 7, 2020
[PyTorch] 5. Pytorch Visualization, Splitting dataset, Save and Load a Model
1. PyTorch Visualization…
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6
jun94
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jun-devpBlog
Apr 5, 2020
[PyTorch] 4. Custom Dataset Class, Convert image to tensor and vice versa
1. Custom Dataset Class
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4
jun94
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jun-devpBlog
Apr 4, 2020
[PyTorch] 2. Model(x) vs Forward(x), Load pre-trained Model, Finetuning, Length of the DataLoader, How to Send model…
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5
jun94
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jun-devpBlog
Apr 1, 2020
[PyTorch] 1. Transform, ImageFolder, DataLoader
Transform, ImageFolder and DataLoader class
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