Intermediate Layer Optimization for Inverse Problems using Deep Generative Models

Giannis Daras, Joseph Dean, Ajil Jalal, Alex Dimakis

Abstract: We propose Intermediate Layer Optimization (ILO), a novel optimization algorithm for solving inverse problems with deep generative models. Instead of optimizing only over the initial latent code, w...