vegarant

Invfool

Code related to the paper "On instabilities of deep learning in image reconstruction - Does AI come at a cost?"

cilib

Code for the book "Compressive imaging: Structure, Sampling, Learning".

fastwht

A fast Walsh-Hadamard transform for Matlab and Python 2

WaveLab850

Fork from the Stanford WaveLab project

automap_not_robust

Code to the paper "Deep learning through domain-transform manifold learning for image reconstruction is not robust"

automap_unstable

Code to the paper "Deep learning through domain-transform manifold learning for image reconstruction (AUTOMAP) is unstable"

troub_ker

The troublesome kernel: Why deep learning for inverse problems is typically unstable

automap_not_robust_v2

false_structures

Code related to the paper "What do AI algorithms actually learn? - On False Structures in Deep Learning"

mievu4020_v23

MIEVU4020 - Spring 2023

vegarant.github.io

A personal website

MAT4360

Lecture notes in MAT 4360 C^*-Algebras

am_AI_hallucinating

cww

Continuous Walsh sampling and wavelet reconstruction

DL_seminar

Introduction to PyTorch given at the deep learning seminar

flip_l1_diff

mievu4020

Code related to the course "MIEVU 4020 -- Introduction to deep learning".

new_experiment_zero_mean

spgl1

A solver for large-scale sparse reconstruction

troublesome_kernel

The troublesome kernel -- On hallucinations, no free lunches and the accuracy-stability trade-off in inverse problems