Signal Recovery from Pooling Representations

Joan Bruna, Arthur Szlam, Yann LeCun

In this work we compute lower Lipschitz bounds of ${\ell }_p$ pooling operators for $p=1,2,\infty$ as well as ${\ell }_p$ pooling operators preceded by half-rectification layers. These…