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Gitta Kutyniok — most-cited papers & profile · Large Language Models
← authors
·
overview
Gitta Kutyniok
12
papers ·
0
citations ·
45
h-index
Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR) · Munich School of Philosophy · Munich Center for Machine Learning · UiT The Arctic University of Norway · Ludwig-Maximilians-Universität München
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Most-cited papers
Physics-Informed Video Diffusion For Shallow Water Equations
2026
DRAW2ACT: Turning Depth-Encoded Trajectories into Robotic Demonstration Videos
2025
Lightweight Learning from Actuation-Space Demonstrations via Flow Matching for Whole-Body Soft Robotic Grasping
2025
Interpretable Robotic Friction Learning via Symbolic Regression
2025
On the Transferability of Spectral Graph Filters
2019
Generalization Analysis of Message Passing Neural Networks on Large Random Graphs
2022
OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs
2022
Unveiling the Sampling Density in Non-Uniform Geometric Graphs
2022
Graph Scattering beyond Wavelet Shackles
2023
On the Interplay of Subset Selection and Informed Graph Neural Networks
2023
Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning
2024
Generalization Bounds for Message Passing Networks on Mixture of Graphons
2024
Topics
cs.LG
Control
Manipulation
cs.AI
Human-Robot Interaction
cs.NA
math.NA
cs.GR
cs.CE
physics.comp-ph