Generating_Videos_with_Scene_Dynamics.md

Generating Videos with Scene Dynamics

arXiv

Generative Models for Video

1. G
   1. $0\le m(z)\le 1$ 是时空mask，选择背景$b$和前景$f$
   2. $\odot$是 element-wise multiplication
   3. 训练时，加入$\lambda||m(z)||_ 1$来使$m$稀疏，也就是尽量用$b$少用$f$
2. D
   1. solve two problems
      1. classify realistic scenes from synthetically generated scenes
      2. recognize realistic motion between frames