14 citations · 23 across the 4 of their papers we have counts for
4 papers
Volumetric Transformer Networks
Seungryong Kim, Sabine Süsstrunk, Mathieu Salzmann
Existing techniques to encode spatial invariance within deep convolutional neural networks (CNNs) apply the same warping field to all the feature channels. This does not account fo…
Editing in Style: Uncovering the Local Semantics of GANs
Edo Collins, Raja Bala, Bob Price +1
While the quality of GAN image synthesis has improved tremendously in recent years, our ability to control and condition the output is still limited. Focusing on StyleGAN, we intro…
Uniform Information Segmentation
Radhakrishna Achanta, Pablo Márquez-Neila, Pascal Fua +1
Size uniformity is one of the main criteria of superpixel methods. But size uniformity rarely conforms to the varying content of an image. The chosen size of the superpixels theref…
Incorporating Near-Infrared Information into Semantic Image Segmentation
Neda Salamati, Diane Larlus, Gabriela Csurka +1
Recent progress in computational photography has shown that we can acquire near-infrared (NIR) information in addition to the normal visible (RGB) band, with only slight modificati…