38 citations · 91 across the 6 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cs.CV2017
Long Short-Term Memory Kalman Filters:Recurrent Neural Estimators for Pose Regularization
Huseyin Coskun, Felix Achilles, Robert DiPietro +2
One-shot pose estimation for tasks such as body joint localization, camera pose estimation, and object tracking are generally noisy, and temporal filters have been extensively used…
cs.NE2017★ 21 cited
Analyzing and Exploiting NARX Recurrent Neural Networks for Long-Term Dependencies
Robert DiPietro, Christian Rupprecht, Nassir Navab +1
Recurrent neural networks (RNNs) have achieved state-of-the-art performance on many diverse tasks, from machine translation to surgical activity recognition, yet training RNNs to c…