196 citations · 569 across the 53 of their papers we have counts for
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cs.LG2016★ 51 cited
Improved generator objectives for GANs
Ben Poole, Alexander A. Alemi, Jascha Sohl-Dickstein +1
We present a framework to understand GAN training as alternating density ratio estimation and approximate divergence minimization. This provides an interpretation for the mismatche…
cs.LG2016
Geometry-Based Next Frame Prediction from Monocular Video
Reza Mahjourian, Martin Wicke, Anelia Angelova
We consider the problem of next frame prediction from video input. A recurrent convolutional neural network is trained to predict depth from monocular video input, which, along wit…