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Tzu-Heng's wiki
Machine Learning
Traditionals
Deep Learning
Image Classification (CNN)
Detection
Semantic Segmentation
Generative Adversarial Networks
Style Transfer
Recommender Systems
Meta Learning
Notes
Differientiable Sampling and Argmax
GAN theory
Multi-task Learning (MTL)
Disentanglement in GANs
CNN practical notes
3D Clothes
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Generative Art
nginx usage
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Character Motion Synthesis
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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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Detection
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Contents
Survey Papers / Repos
Resources
Models
Convolutions ([vdumoulin/conv_arithmetic] [1603.07285])
Architectures
Loss
Augmentation
Others
Dataset
Tricks
Task