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Tzu-Heng's wiki
Machine Learning
Traditionals
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Image Classification (CNN)
Detection
Semantic Segmentation
Generative Adversarial Networks
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Differientiable Sampling and Argmax
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Disentanglement in GANs
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Image Classification (CNN)
image classification and convolutional neural networks

Survey Papers / Repos

Resources

Models

Architectures

Loss

  • Cross Entropy Loss
  • Focal Loss

Augmentation

Others

Dataset

Tricks

Task

  • Vanilla Image Classification
  • Few-shot Image Classification
  • Zero-shot Image Classification
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Survey Papers / Repos
Resources
Models
Convolutions ([vdumoulin/conv_arithmetic] [1603.07285])
Architectures
Loss
Augmentation
Others
Dataset
Tricks
Task