Search Results for author: Ankit Raj

Found 2 papers, 0 papers with code

Improving Robustness of Deep-Learning-Based Image Reconstruction

no code implementations ICML 2020 Ankit Raj, Yoram Bresler, Bo Li

We find that a linear network using the proposed min-max learning scheme indeed converges to the same solution.

Image Reconstruction

GAN-based Projector for Faster Recovery with Convergence Guarantees in Linear Inverse Problems

no code implementations ICCV 2019 Ankit Raj, Yuqi Li, Yoram Bresler

A Generative Adversarial Network (GAN) with generator $G$ trained to model the prior of images has been shown to perform better than sparsity-based regularizers in ill-posed inverse problems.

Super-Resolution

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