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A Mathematical Motivation for Complex-valued Convolutional Networks
A complex-valued convolutional network (convnet) implements the repeated application of the following composition of three operations, recursively applying the composition to an... -
REGION ENSEMBLE NETWORK: IMPROVING CONVOLUTIONAL NETWORK FOR HAND POSE ESTIMA...
Hand pose estimation from monocular depth images is an important and challenging problem for human-computer interaction. Recently deep convolutional networks (ConvNet) with... -
Inverting Visual Representations with Convolutional Networks
A dataset for inverting visual representations with convolutional networks.
