We propose an object detection system that relies on a multi-region deep convolutional neural network (CNN) that also encodes semantic segmentation-aware features. The resulting...
The human visual system has the remarkably ability to be able to effortlessly learn novel concepts from only a few examples. Mimicking the same behavior on machine learning visi...
A number of problems can be formulated as prediction on graph-structured\ndata. In this work, we generalize the convolution operator from regular grids\nto arbitrary graphs whil...
h-index: Number of publications with at least h citations each.