119 citations · 408 across the 51 of their papers we have counts for
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cs.CV2016★ 119 cited
On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization
Stephen Gould, Basura Fernando, Anoop Cherian +3
Some recent works in machine learning and computer vision involve the solution of a bi-level optimization problem. Here the solution of a parameterized lower-level problem binds va…
cs.CV2016★ 3 cited
Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons (Extended Version)
Piotr Koniusz, Anoop Cherian, Fatih Porikli
In this paper, we explore tensor representations that can compactly capture higher-order relationships between skeleton joints for 3D action recognition. We first define RBF kernel…