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ORCIDMarius Bock
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2020 – today
- 2025
[i9]Marius Bock, Michael Möller, Kristof Van Laerhoven:
DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition. CoRR abs/2505.20894 (2025)- [i8]Marius Bock, Maximilian Hopp, Kristof Van Laerhoven, Michael Möller:
Label Leakage in Federated Inertial-based Human Activity Recognition. CoRR abs/2505.20924 (2025) - [i7]Zeyneddin Oz, Shreyas Korde, Marius Bock, Kristof Van Laerhoven:
FedFitTech: A Baseline in Federated Learning for Fitness Tracking. CoRR abs/2506.16840 (2025) - 2024
- [j4]Marius Bock
, Michael Möller, Kristof Van Laerhoven:
Temporal Action Localization for Inertial-based Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(4): 174:1-174:19 (2024) - [j3]Marius Bock, Hilde Kuehne, Kristof Van Laerhoven, Michael Möller:
WEAR: An Outdoor Sports Dataset for Wearable and Egocentric Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(4): 175:1-175:21 (2024) - [c7]Sixuan Wu, Alexander Hoelzemann, Marius Bock, Kristof Van Laerhoven, Thomas Plötz, Alexander Travis Adams:
Basketball Shooting Performance Analysis Using Multi-Modal Wearable and Mobile Sensing in Semi-Naturalistic Settings. BSN 2024: 1-4 - [c6]Marius Bock, Kristof Van Laerhoven, Michael Moeller:
Weak-Annotation of HAR Datasets using Vision Foundation Models. ISWC 2024: 55-62 - [c5]Alexander Hoelzemann, Marius Bock, Kristof Van Laerhoven:
Evaluation of Video-Assisted Annotation of Human IMU Data Across Expertise, Datasets, and Tools. PerCom Workshops 2024: 1-6 - [c4]Alexander Hoelzemann, Marius Bock, Kristof Van Laerhoven:
Artifacts Guide: Evaluation of Video-Assisted Annotation of Human IMU Data. PerCom Workshops 2024: 11-12 - [i6]Marius Bock, Kristof Van Laerhoven, Michael Möller:
Weak-Annotation of HAR Datasets using Vision Foundation Models. CoRR abs/2408.05169 (2024) - 2023
- [j2]Alexander Hoelzemann, Julia Lee Romero, Marius Bock, Kristof Van Laerhoven, Qin Lv:
Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition Using Wrist-Worn Inertial Sensors. Sensors 23(13): 5879 (2023) - [c3]Alexander Hoelzemann, Marius Bock, Ericka Andrea Valladares Bastias, Salma El Ouazzani Touhami, Kenza Nassiri, Kristof Van Laerhoven:
A Data-Driven Study on the Hawthorne Effect in Sensor-Based Human Activity Recognition. UbiComp/ISWC Adjunct 2023: 486-491 - [d1]Alexander Hoelzemann, Julia Lee Romero, Marius Bock, Kristof Van Laerhoven, Qin Lv:
Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-worn Inertial Sensors. Zenodo, 2023
- [i5]Marius Bock, Michael Moeller, Kristof Van Laerhoven, Hilde Kuehne:
WEAR: A Multimodal Dataset for Wearable and Egocentric Video Activity Recognition. CoRR abs/2304.05088 (2023) - [i4]Alexander Hoelzemann, Julia Lee Romero, Marius Bock, Kristof Van Laerhoven, Qin Lv:
Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-worn Inertial Sensors. CoRR abs/2305.13124 (2023) - [i3]Marius Bock, Michael Möller, Kristof Van Laerhoven:
Temporal Action Localization for Inertial-based Human Activity Recognition. CoRR abs/2311.15831 (2023) - 2022
- [j1]Marius Bock, Alexander Hoelzemann, Michael Möller, Kristof Van Laerhoven:
Investigating (re)current state-of-the-art in human activity recognition datasets. Frontiers Comput. Sci. 4 (2022) - [c2]Lloyd Pellatt, Marius Bock, Daniel Roggen, Kristof Van Laerhoven:
A Public Repository to Improve Replicability and Collaboration in Deep Learning for HAR. PerCom Workshops 2022: 54-57 - 2021
- [c1]Marius Bock, Alexander Hölzemann, Michael Moeller, Kristof Van Laerhoven:
Improving Deep Learning for HAR with Shallow LSTMs. ISWC 2021: 7-12 - [i2]Marius Bock, Alexander Hoelzemann, Michael Moeller, Kristof Van Laerhoven:
Improving Deep Learning for HAR with shallow LSTMs. CoRR abs/2108.00702 (2021) - [i1]Marius Bock, Alexander Hoelzemann, Michael Möller, Kristof Van Laerhoven:
Tutorial on Deep Learning for Human Activity Recognition. CoRR abs/2110.06663 (2021)
Coauthor Index
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