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Anzahl der Publikationen: 12
Zeitschriftenartikel
Tiep, Do; Levie van, Ron und Kutyniok, Gitta
(2022):
Analysis of simultaneous inpainting and geometric separation based on sparse decomposition.
In: Analysis and Applications, Bd. 20, Nr. 2: S. 303-352
Maskey, Sohir; Levie, Ron und Kutyniok, Gitta
(2022):
Transferability of graph neural networks: An extended graphon approach.
In: Applied and Computational Harmonic Analysis, Bd. 63: S. 48-83
Andrade-Loarca, Hector; Kutyniok, Gitta; Oektem, Ozan und Petersen, Philipp
(2022):
Deep microlocal reconstruction for limited-angle tomography.
In: Applied and Computational Harmonic Analysis, Bd. 59: S. 155-197
Gribonval, Remi; Kutyniok, Gitta; Nielsen, Morten und Voigtlaender, Felix
(2021):
Approximation Spaces of Deep Neural Networks.
In: Constructive Approximation, Bd. 55, Nr. 1: S. 259-367
Hashemi, Ali; Cai, Chang; Kutyniok, Gitta; Mueller, Klaus-Robert; Nagarajan, Srikantan S. und Haufe, Stefan
(2021):
Unification of sparse Bayesian learning algorithms for electromagnetic brain imaging with the majorization minimization framework.
In: Neuroimage, Bd. 239, 118309
Kutyniok, Gitta; Petersen, Philipp; Raslan, Mones und Schneider, Reinhold
(2021):
A Theoretical Analysis of Deep Neural Networks and Parametric PDEs.
In: Constructive Approximation, Bd. 55, Nr. 1: S. 73-125
Levie, Ron; Yapar, Cagkan; Kutyniok, Gitta und Caire, Giuseppe
(2021):
RadioUNet: Fast Radio Map Estimation With Convolutional Neural Networks.
In: IEEE Transactions on Wireless Communications, Bd. 20, Nr. 6: S. 4001-4015
Oala, Luis; Heiß, Cosmas; Macdonald, Jan; Marz, Maximilian; Kutyniok, Gitta und Samek, Wojciech
(2021):
Detecting failure modes in image reconstructions with interval neural network uncertainty.
In: International Journal of Computer Assisted Radiology and Surgery, Bd. 16, Nr. 12: S. 2089-2097
Wäldchen, Stephan; Macdonald, Jan; Hauch, Sascha und Kutyniok, Gitta
(2021):
The Computational Complexity of Understanding Binary Classifier Decisions.
In: Journal of Artificial Intelligence Research, Bd. 70: S. 351-387
Konferenzbeitrag
Nguyen, Duc Anh; Levie, Ron; Lienen, Julian 
ORCID: https://orcid.org/0000-0003-2162-8107; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Kutyniok, Gitta
(Mai 2023):
Memorization-Dilation: Modeling Neural Collapse Under Noise.
The Eleventh International Conference on Learning Representations, Kigali, Rwanda, 1-5 May, 2023.
ORCID: https://orcid.org/0000-0003-2162-8107; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Kutyniok, Gitta
(Mai 2023):
Memorization-Dilation: Modeling Neural Collapse Under Noise.
The Eleventh International Conference on Learning Representations, Kigali, Rwanda, 1-5 May, 2023.
Yapar, Cagkan; Levie, Ron; Kutyniok, Gitta und Caire, Giuseppe
(2022):
LocUNet: Fast Urban Positioning Using Radio Maps and Deep Learning.
2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, Singapore, 7-13 May 2022 Virtual, 22-27 May 2022 (Main Venue).
In: 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings,
Piscataway, NJ: IEEE. S. 4063-4067
Kolek, Stefan; Nguyen, Duc Anh; Levie, Ron; Bruna, Joan und Kutyniok, Gitta
(2022):
Cartoon Explanations of Image Classifiers.
17th European Conference on Computer Vision (ECCV 2022), Tel Aviv, Israel, October 23–27, 2022.
Avidan, Shai; Brostow, Gabriel; Cissé, Moustapha; Farinella, Giovanni Maria und Hassner, Tal (Hrsg.):
In: Computer Vision – ECCV 2022, Lecture Notes in Computer Science
Bd. 13672
Cham: Springer. S. 443-458