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2020 – today
- 2024
[c10]Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer:
Physics-Informed Graph Neural Networks for Water Distribution Systems. AAAI 2024: 21905-21913- [i9]Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer:
Physics-Informed Graph Neural Networks for Water Distribution Systems. CoRR abs/2403.18570 (2024) - [i8]Isaac Roberts, Alexander Schulz, Luca Hermes, Barbara Hammer:
Targeted Visualization of the Backbone of Encoder LLMs. CoRR abs/2403.18872 (2024) - 2023
- [j2]Aleksei Liuliakov
, Luca Hermes, Barbara Hammer:
AutoML technologies for the identification of sparse classification and outlier detection models. Appl. Soft Comput. 133: 109942 (2023) - [j1]Moritz Neun, Christian Eichenberger, Yanan Xin, Cheng Fu, Nina Wiedemann, Henry Martin, Martin Tomko, Lukas Ambühl, Luca Hermes, Michael Kopp:
Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities. IEEE Trans. Intell. Transp. Syst. 24(11): 12821-12830 (2023) - [c9]Aleksei Liuliakov, Alexander Schulz, Luca Hermes, Barbara Hammer:
One-Class Intrusion Detection with Dynamic Graphs. ICANN (4) 2023: 537-549 - [c8]Inaam Ashraf, Luca Hermes, André Artelt, Barbara Hammer:
Spatial Graph Convolution Neural Networks for Water Distribution Systems. IDA 2023: 29-41 - [c7]Luca Hermes, Aleksei Liuliakov, Malte Schilling:
Graph Learning by Dynamic Sampling. IJCNN 2023: 1-8 - [c6]Paul Stahlhofen, André Artelt, Luca Hermes, Barbara Hammer:
Adversarial Attacks on Leakage Detectors in Water Distribution Networks. IWANN (2) 2023: 451-463 - [i7]Moritz Neun, Christian Eichenberger, Yanan Xin, Cheng Fu, Nina Wiedemann, Henry Martin, Martin Tomko, Lukas Ambühl, Luca Hermes, Michael Kopp:
Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities. CoRR abs/2302.08761 (2023) - [i6]Paul Stahlhofen, André Artelt, Luca Hermes, Barbara Hammer:
Adversarial Attacks on Leakage Detectors in Water Distribution Networks. CoRR abs/2306.06107 (2023) - 2022
- [c5]Janneke Simmering, Luca Hermes, Axel Schneider, Malte Schilling:
Adaptation of a Decentralized Controller to Curve Walking in a Hexapod Robot. CLAWAR 2022: 264-275 - [c4]Luca Hermes, Barbara Hammer, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling:
A Graph-based U-Net Model for Predicting Traffic in unseen Cities. IJCNN 2022: 1-8 - [c3]Wadhah Zai El Amri, Luca Hermes, Malte Schilling:
Hierarchical Decentralized Deep Reinforcement Learning Architecture for a Simulated Four-Legged Agent. LOD (2) 2022: 265-280 - [i5]Luca Hermes, Barbara Hammer, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling:
A Graph-based U-Net Model for Predicting Traffic in unseen Cities. CoRR abs/2202.06725 (2022) - [i4]Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter:
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. CoRR abs/2203.17070 (2022) - [i3]Wadhah Zai El Amri, Luca Hermes, Malte Schilling:
Hierarchical Decentralized Deep Reinforcement Learning Architecture for a Simulated Four-Legged Agent. CoRR abs/2210.08003 (2022) - [i2]Inaam Ashraf, Luca Hermes, André Artelt, Barbara Hammer:
Spatial Graph Convolution Neural Networks for Water Distribution Systems. CoRR abs/2211.09587 (2022) - 2021
- [c2]Luca Hermes, Barbara Hammer, Malte Schilling:
Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting. ESANN 2021 - [c1]Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter:
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. NeurIPS (Competition and Demos) 2021: 97-112 - [i1]Luca Hermes, Barbara Hammer, Malte Schilling:
Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting. CoRR abs/2110.04810 (2021)
Coauthor Index
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