Variational Auto Encoder: https://www.youtube.com/watch?v=VELQT1-hILo
Following:
- Aladdin Persson YouTube playlist for PyTorch and paper implementations.
- Tutorials by Python Engineer, freeCodeCamp
Loss Function in Deep Learning
- Regression
- MSE(Mean Squared Error)
- MAE(Mean Absolute Error)
- Hubber loss
- Classification
- Binary cross-entropy
- Categorical cross-entropy
- AutoEncoder
- KL Divergence
- GAN
- Discriminator loss
- Minmax GAN loss
- Object detection
- Focal loss
- Word embeddings
- Triplet loss