Hierarchical Recurrent Disentangled AutoEncoder (HR-DAE)

Hierarchical Recurrent Disentangled AutoEncoder for 3D Video Reconstruction & Frame Prediction

Experiments

MovingMNIST

Hierarchical Recurrent Disentangled AutoEncoder (HR-DAE)

1. RNN1d - ConvLSTM1d
2. RNN1d - GRU1d
3. RNN1d - TCN1d
4. Conv2d
5. Guided1d
6. Normal1d
7. TSN1d

Recurrent Disentangled AutoEncoder (R-DAE)

1. RNN1d - ConvLSTM1d
2. RNN1d - GRU1d
3. RNN1d - TCN1d
4. Conv2d
5. Guided1d
6. Normal1d
7. TSN1d

Recurrent AutoEncoder (R-AE)

1. RNN1d - ConvLSTM1d
2. RNN1d - GRU1d
3. RNN1d - TCN1d
4. Conv2d
5. Guided1d
6. Normal1d
7. TSN1d