Gitta Kutyniok - Publications, H-index & Citations

Gitta Kutyniok

ludwig-maximilians-universitaet muenchen

45H指数

374论文数

1.7W被引数

收录论文 18

发表时间

Conditional deep generative modeling of blood-based infrared spectra enables controlled in-silico phenotyping studies 基于血液红外光谱的深度生成建模能够实现可控的计算机表型研究

npj Digital Medicine

IF15.1

2026-09-17

OAAI

Niklas Leopold-Kerschbaumer; Timo Halenke; Selina Süzeroğlu; Moritz Jung; Mariia Seleznova; Nicole Thorisch; Jeanette M. Lorenz; Thomas Bocklitz; Bjoern M. Eskofier; Gitta Kutyniok; Ferenc Krausz; Kosmas V. Kepesidis

Symbolic Recovery of Differential Equations: The Identifiability Problem 微分方程的符号恢复：可辨识性问题

Machine Learning

IF2.9

2026-05-29

PREAI

Philipp Scholl; Aras Bacho; Holger Boche; Gitta Kutyniok

Lightweight Learning From Actuation-Space Demonstrations via Flow Matching for Whole-Body Soft Robotic Grasping 基于流匹配的致动空间示教学习用于全身软体机器人抓取

IEEE Robotics and Automation Letters

IF5.3

2026-03-26

PREAI

Liudi Yang; Yang Bai; Yuhao Wang; Ibrahim Alsarraj; Gitta Kutyniok; Zhanchi Wang; Ke Wu

Investigation of data-driven stopping power calibration of treatment planning x-ray CT from simulated sparse-view proton radiographies 基于模拟稀疏视图质子射线照相术的数据驱动式治疗计划X射线CT停止距离校准研究

Physics in Medicine & Biology

IF0

2025-12-11

OAAI

Ines Butz; Hector Andrade-Loarca; Angelo Schiavi; Vincenzo Patera; Ozan Öktem; Gitta Kutyniok; Katia Parodi; Chiara Gianoli

Mathematical algorithm design for deep learning under societal and judicial constraints: The algorithmic transparency requirement 在社交和司法约束下深度学习的数学算法设计：算法透明度要求

APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

IF3.2

2025-06-01

OAAI

Boche, Holger; Fono, Adalbert; Kutyniok, Gitta

On opportunities and challenges of large multimodal foundation models in education

NPJ SCIENCE OF LEARNING

IF3

2025-02-26

OAAI

Kuechemann, Stefan; Avila, Karina E.; Dinc, Yavuz; Hortmann, Chiara; Revenga, Natalia; Ruf, Verena; Stausberg, Niklas; Steinert, Steffen; Fischer, Frank; Fischer, Martin; Kasneci, Enkelejda; Kasneci, Gjergji; Kuhr, Thomas; Kutyniok, Gitta; Malone, Sarah; Sailer, Michael; Schmidt, Albrecht; Stadler, Matthias; Weller, Jochen; Kuhn, Jochen

Learning-based adaption of robotic friction models

ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

IF11.4

2024-10-01

OAAI

Scholl, Philipp; Iskandar, Maged; Wolf, Sebastian; Lee, Jinoh; Bacho, Aras; Dietrich, Alexander; Albu-Schaeffer, Alin; Kutyniok, Gitta

Learning-based adaption of robotic friction models (vol 89, 102780, 2024)

ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

IF11.4

2024-10-01

PREAI

Scholl, Philipp; Iskandar, Maged; Wolf, Sebastian; Lee, Jinoh; Bacho, Aras; Dietrich, Alexander; Albu-Schaeffer, Alin; Kutyniok, Gitta

Computing-Model and Computing-Hardware Selection for ICT Under Societal and Judicial Constraints

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Boeck, Yannik N.; Boche, Holger; Fitzek, Frank H. P.; Kutyniok, Gitta

Real-Time Outdoor Localization Using Radio Maps: A Deep Learning Approach

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2023-12-01

OAAI

Yapar, Cagkan; Levie, Ron; Kutyniok, Gitta; Caire, Giuseppe

ChatGPT for good? On opportunities and challenges of large language models for education ChatGPT好吗？论大语言模式对教育的机遇与挑战

LEARNING AND INDIVIDUAL DIFFERENCES

IF9

2023-04-01

1.4K

OAAI

Kasneci, Enkelejda; Sessler, Kathrin; Kuechemann, Stefan; Bannert, Maria; Dementieva, Daryna; Fischer, Frank; Gasser, Urs; Groh, Georg; Guennemann, Stephan; Huellermeier, Eyke; Krusche, Stepha; Kutyniok, Gitta; Michaeli, Tilman; Nerdel, Claudia; Pfeffer, Juergen; Poquet, Oleksandra; Sailer, Michael; Schmidt, Albrecht; Seidel, Tina; Stadler, Matthias; Weller, Jochen; Kuhn, Jochen; Kasneci, Gjergji

RadioUNet: Fast Radio Map Estimation With Convolutional Neural Networks RadioUNet: 使用卷积神经网络进行快速无线电地图估计

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2021-06-01

115

OAAI

Levie, Ron; Yapar, Cagkan; Kutyniok, Gitta; Caire, Giuseppe

DISCUSSION OF: NONPARAMETRIC REGRESSION USING DEEP NEURAL NETWORKS WITH RELU ACTIVATION FUNCTION

ANNALS OF STATISTICS

IF3.7

2020-08-01

OAAI