63 citations · 150 across the 32 of their papers we have counts for
4 papers · 1 filter
Direction of Arrival Estimation for Non-Coherent Sub-Arrays via Joint Sparse and Low-Rank Signal Recovery
Tom Tirer, Oded Bialer
Estimating the directions of arrival (DOAs) of multiple sources from a single snapshot obtained by a coherent antenna array is a well-known problem, which can be addressed by spars…
Kernel-Based Smoothness Analysis of Residual Networks
Tom Tirer, Joan Bruna, Raja Giryes
A major factor in the success of deep neural networks is the use of sophisticated architectures rather than the classical multilayer perceptron (MLP). Residual networks (ResNets) s…
On the Convergence Rate of Projected Gradient Descent for a Back-Projection based Objective
Tom Tirer, Raja Giryes
Ill-posed linear inverse problems appear in many scientific setups, and are typically addressed by solving optimization problems, which are composed of data fidelity and prior term…
BP-DIP: A Backprojection based Deep Image Prior
Jenny Zukerman, Tom Tirer, Raja Giryes
Deep neural networks are a very powerful tool for many computer vision tasks, including image restoration, exhibiting state-of-the-art results. However, the performance of deep lea…