121 citations · 299 across the 26 of their papers we have counts for
Showing 2016Show all
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cs.LG2016★ 18 cited
Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data
Decebal Constantin Mocanu, Maria Torres Vega, Eric Eaton +2
Conceived in the early 1990s, Experience Replay (ER) has been shown to be a successful mechanism to allow online learning algorithms to reuse past experiences. Traditionally, ER ca…
cs.CV2016★ 20 cited
Estimating 3D Trajectories from 2D Projections via Disjunctive Factored Four-Way Conditional Restricted Boltzmann Machines
Decebal Constantin Mocanu, Haitham Bou Ammar, Luis Puig +2
Estimation, recognition, and near-future prediction of 3D trajectories based on their two dimensional projections available from one camera source is an exceptionally difficult pro…