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Gitta Kutyniok
Gitta Kutyniok
1
Affiliations
Affiliations
LMU Munich
9
papers
215
total citations
papers (9)
Generalization Analysis of Message Passing Neural Networks on Large Random Graphs
NEURIPS 2022
arXiv
63
citations
A Fractional Graph Laplacian Approach to Oversmoothing
NEURIPS 2023
arXiv
49
citations
OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs
NEURIPS 2022
arXiv
46
citations
Cartoon Explanations of Image Classifiers
ECCV 2022
arXiv
21
citations
Neural (Tangent Kernel) Collapse
NEURIPS 2023
arXiv
15
citations
Explaining Image Classifiers With Multiscale Directional Image Representation
CVPR 2023
arXiv
8
citations
Graph Scattering beyond Wavelet Shackles
NEURIPS 2022
arXiv
7
citations
Learning Interpretable Queries for Explainable Image Classification with Information Pursuit
ICCV 2025
arXiv
6
citations
Revisiting Glorot Initialization for Long-Range Linear Recurrences
NEURIPS 2025
arXiv
0
citations