vegarant Goto Github PK

am_ai_hallucinating

automap_not_robust

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

automap_not_robust_v2

automap_unstable

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

cilib

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

cww

Continuous Walsh sampling and wavelet reconstruction

dl_seminar

Introduction to PyTorch given at the deep learning seminar

false_structures

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

fastwht

A fast Walsh-Hadamard transform for Matlab and Python 2

flip_l1_diff

invfool

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

mat4360

Lecture notes in MAT 4360 C^*-Algebras

mievu4020

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

mievu4020_v23

MIEVU4020 - Spring 2023

new_experiment_zero_mean

spgl1

A solver for large-scale sparse reconstruction

troub_ker

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

troublesome_kernel

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

vegarant.github.io

A personal website

wavelab850

Fork from the Stanford WaveLab project