49 citations · 323 across the 27 of their papers we have counts for
Showing 2014 · cs.CVShow all
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cs.CV2014★ 5 cited
Permutohedral Lattice CNNs
Martin Kiefel, Varun Jampani, Peter V. Gehler
This paper presents a convolutional layer that is able to process sparse input features. As an example, for image recognition problems this allows an efficient filtering of signals…
cs.CV2014★ 36 cited
The Informed Sampler: A Discriminative Approach to Bayesian Inference in Generative Computer Vision Models
Varun Jampani, Sebastian Nowozin, Matthew Loper +1
Computer vision is hard because of a large variability in lighting, shape, and texture; in addition the image signal is non-additive due to occlusion. Generative models promised to…