Comments (1)
Hi,
- We used two euler steps instead of one mainly because it yields better results when increasing generation frame rate at test time, as explained in Appendix F.
- For KTH, we indeed provide results for models trained and tested with Δt=1 in Table 8 for PSNR, SSIM and LPIPS, and in Table 10 (Ours / VGG column) for FVD.
For the remaining datasets, we do not have trained models with Δt=1. If you want to train them yourself, you can just change then_euler_steps
hyperparameter to1
in our code and keep the other hyperparameters as is. - In Table 1, "Ours" is the model trained and tested with the Δt specified in the sub-section dedicated to each dataset in the experiment section (e.g. 1/2 for KTH). The "Ours - Δt/2" entries refer to results obtained by doubling the number of euler steps used during training (e.g. 1/4 for KTH).
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Related Issues (10)
- Training parameters to reproduce results HOT 5
- training time HOT 10
- Reproducing Results on SVG (BAIR dataset) HOT 11
- Reproducing results on BAIR HOT 12
- Memory out on SM-MNIST HOT 9
- Reproducing results on Stochastic MNIST HOT 1
- Doubt regarding evaluation of FVD values HOT 1
- Training error HOT 1
- How could I prepared the training data for a model for estimate the wild video‘s prediction. HOT 1
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