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edouardelasalles avatar edouardelasalles commented on August 19, 2024

Hi,

  1. 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.
  2. 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 the n_euler_steps hyperparameter to 1 in our code and keep the other hyperparameters as is.
  3. 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).

from srvp.

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