Gitta Kutyniok

,

Visual Intelligence

Adjunct Professor

,

UiT The Arctic University of Norway

UiT The Arctic University of Norway

Principal investigator of

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Research field(s) of interest:

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Publications

Publications from Visual Intelligence

A variational framework for the complexity of PDE solutions

By authors:

Juan Esteban Suarez Cardona, Holger Boche, Gitta Astrid Hildegard Kutyniok

Published in:

BIT Numerical Mathematics, 66:40, 2026

on

June 16, 2026

Symbolic Recovery of Differential Equations: The Identifiability Problem

By authors:

Philipp Scholl, Aras Bacho, Holger Boche, Gitta Astrid Hildegard Kutyniok

Published in:

Mach Learn 115, 139 (2026)

on

May 29, 2026

Physics-Informed Video Diffusion for Shallow Water Equations

By authors:

Yang Bai, George Eskandar, Ziyuan Liu, Gitta Kutyniok

Published in:

ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain, 2026, pp. 13242-13246

on

May 3, 2026

Revisiting Glorot Initialization for Long-Range Linear Recurrences

By authors:

Noga Bar, Mariia Seleznova, ‪Yotam Alexander‬‏, Gitta Astrid Hildegard Kutyniok, Raja Giryes

Published in:

Advances in Neural Information Processing Systems, NeurIPS 2025

on

December 3, 2025

The ethics of analog AI

By authors:

Maximilian Kiener, Jonas Bozenhard, Gitta Astrid Hildegard Kutyniok, Sven Nyholm

Published in:

AI Ethics 6, 27 (2026)

on

December 1, 2025

Computability of Classification and Deep Learning: From Theoretical Limits to Practical Feasibility Through Quantization

By authors:

Holger Boche, Vit Fojtik, Adalbert Fono,Gitta Astrid Hildegard Kutyniok

Published in:

Journal of Fourier Analysis and Applications 31, 35 (2025)

on

May 29, 2025

Robust Identifiability for Symbolic Recovery of Differential Equations

By authors:

Hillary Hauger, Philipp Scholl, Gitta Astrid Hildegard Kutyniok

Published in:

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, 2025, pp. 1-5

on

April 11, 2025

OVERVIEW OF THE URBAN WIRELESS LOCALIZATION COMPETITION

By authors:

C¸ agkan Yapar, Fabian Jaensch, Ron Levie, Gitta Kutynio, Giuseppe Caire

Published in:

2023 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING, SEPT. 17–20, 2023, ROME, ITALY

on

September 1, 2023

THE FIRST PATHLOSS RADIO MAP PREDICTION CHALLENGE

By authors:

Cagkan Yapar , Fabian Jaensch, Ron Levie‡ Gitta Kutyniok, Giuseppe Caire

Published in:

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) |

on

June 4, 2023

Explaining Image Classifiers with Multiscale Directional Image Representation

By authors:

Stefan Kolek, Robert Windesheim, Hector Andrade-Loarca, Gitta Kutyniok, Ron Levie

Published in:

2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, BC, Canada, 2023 pp. 18600-18609.

on

June 1, 2023

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