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The High-Dimensional Geometry of Binary Neural Networks
However, there is a dearth of theoretical analysis to explain why we can effectively capture the features in our data with binary weights and activations.
DeepMovie: Using Optical Flow and Deep Neural Networks to Stylize Movies
The other naive method that initializes the optimization for the next frame using the rendered version of the previous frame also produces poor results because the features of the texture stay fixed relative to the frame of the movie instead of moving with objects in the scene.
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