119 citations · 121 across the 4 of their papers we have counts for
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cs.CV2017★ 2 cited
Higher-order Pooling of CNN Features via Kernel Linearization for Action Recognition
Anoop Cherian, Piotr Koniusz, Stephen Gould
Most successful deep learning algorithms for action recognition extend models designed for image-based tasks such as object recognition to video. Such extensions are typically trai…
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…