Wenqian Xue

Fast DPCNs for Feature Extraction without Labels

Deep predictive coding networks (DPCNs) effectively model and capture video features through a bi-directional inference without labels. They are based on an overcomplete description of video scenes, and one of the bottlenecks has been the lack of effective sparsification techniques to find discrimin…