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Hierarchical Disentangled Video Reconstruction Network (HD-VRN) for 3D Video Reconstruction from 2D Video

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nnaakkaaii/HD-VRN

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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

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Hierarchical Disentangled Video Reconstruction Network (HD-VRN) for 3D Video Reconstruction from 2D Video

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