Marius Bock

27 papers C 1Misc 3Journal 15Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
An aerial color image anomaly dataset for search missions in complex forested terrain.
CoRR
Rakesh John Amala Arokia Nathan, Matthias Gessner, Nurullah Özkan, Marius Bock, Mohamed Youssef, Maximilian Mews, Björn Piltz, Ralf Berger, Oliver Bimber
2025 J jnl
DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition.
CoRR
Marius Bock, Michael Möller, Kristof Van Laerhoven
2025 — conf
FedFitTech: A Baseline in Federated Learning for Fitness Tracking.
UbiComp Companion
Zeyneddin Oz, Shreyas Korde, Marius Bock, Kristof Van Laerhoven
2025 J jnl
FedFitTech: A Baseline in Federated Learning for Fitness Tracking.
CoRR
Zeyneddin Oz, Shreyas Korde, Marius Bock, Kristof Van Laerhoven
2025 — conf
HASCA: 13th International Workshop on Human Activity Sensing Corpus and Applications.
UbiComp Companion
Kazuya Murao, Yu Enokibori, Hristijan Gjoreski, Paula Lago, Tsuyoshi Okita, Pekka Siirtola, Kei Hiroi, Philipp M. Scholl, Mathias Ciliberto, Kenta Urano, Marius Bock
2025 Misc conf
Label Leakage in Federated Inertial-based Human Activity Recognition.
ISWC
Marius Bock, Maximilian Hopp, Kristof Van Laerhoven, Michael Moeller
2025 J jnl
Label Leakage in Federated Inertial-based Human Activity Recognition.
CoRR
Marius Bock, Maximilian Hopp, Kristof Van Laerhoven, Michael Möller
2025 — conf
γ-Quant: Towards Learnable Quantization for Low-Bit Pattern Recognition.
DAGM GCPR
Mishal Fatima, Shashank Agnihotri, Marius Bock, Kanchana Vaishnavi Gandikota, Kristof Van Laerhoven, Michael Möller, Margret Keuper
2025 J jnl
γ-Quant: Towards Learnable Quantization for Low-bit Pattern Recognition.
CoRR
Mishal Fatima, Shashank Agnihotri, Marius Bock, Kanchana Vaishnavi Gandikota, Kristof Van Laerhoven, Michael Möller, Margret Keuper
2024 — conf
12th International Workshop on Human Activity Sensing Corpus and Applications (HASCA).
UbiComp Companion
Kazuya Murao, Yu Enokibori, Hristijan Gjoreski, Paula Lago, Tsuyoshi Okita, Pekka Siirtola, Kei Hiroi, Philipp M. Scholl, Mathias Ciliberto, Kenta Urano, Marius Bock
2024 — conf
Artifacts Guide: Evaluation of Video-Assisted Annotation of Human IMU Data.
PerCom Workshops
Alexander Hoelzemann, Marius Bock, Kristof Van Laerhoven
2024 C conf
Basketball Shooting Performance Analysis Using Multi-Modal Wearable and Mobile Sensing in Semi-Naturalistic Settings.
BSN
Sixuan Wu, Alexander Hoelzemann, Marius Bock, Kristof Van Laerhoven, Thomas Plötz, Alexander Travis Adams
2024 — conf
Evaluation of Video-Assisted Annotation of Human IMU Data Across Expertise, Datasets, and Tools.
PerCom Workshops
Alexander Hoelzemann, Marius Bock, Kristof Van Laerhoven
2024 J jnl
Temporal Action Localization for Inertial-based Human Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Marius Bock, Michael Möller, Kristof Van Laerhoven
2024 J jnl
WEAR: An Outdoor Sports Dataset for Wearable and Egocentric Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Marius Bock, Hilde Kuehne, Kristof Van Laerhoven, Michael Möller
2024 Misc conf
Weak-Annotation of HAR Datasets using Vision Foundation Models.
ISWC
Marius Bock, Kristof Van Laerhoven, Michael Moeller
2024 J jnl
Weak-Annotation of HAR Datasets using Vision Foundation Models.
CoRR
Marius Bock, Kristof Van Laerhoven, Michael Möller
2023 — conf
A Data-Driven Study on the Hawthorne Effect in Sensor-Based Human Activity Recognition.
UbiComp/ISWC Adjunct
Alexander Hoelzemann, Marius Bock, Ericka Andrea Valladares Bastias, Salma El Ouazzani Touhami, Kenza Nassiri, Kristof Van Laerhoven
2023 J jnl
Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition Using Wrist-Worn Inertial Sensors.
Sensors
Alexander Hoelzemann, Julia Lee Romero, Marius Bock, Kristof Van Laerhoven, Qin Lv
2023 J jnl
Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-worn Inertial Sensors.
CoRR
Alexander Hoelzemann, Julia Lee Romero, Marius Bock, Kristof Van Laerhoven, Qin Lv
2023 J jnl
Temporal Action Localization for Inertial-based Human Activity Recognition.
CoRR
Marius Bock, Michael Möller, Kristof Van Laerhoven
2023 J jnl
WEAR: A Multimodal Dataset for Wearable and Egocentric Video Activity Recognition.
CoRR
Marius Bock, Michael Moeller, Kristof Van Laerhoven, Hilde Kuehne
2022 — conf
A Public Repository to Improve Replicability and Collaboration in Deep Learning for HAR.
PerCom Workshops
Lloyd Pellatt, Marius Bock, Daniel Roggen, Kristof Van Laerhoven
2022 J jnl
Investigating (re)current state-of-the-art in human activity recognition datasets.
Frontiers Comput. Sci.
Marius Bock, Alexander Hoelzemann, Michael Möller, Kristof Van Laerhoven
2021 Misc conf
Improving Deep Learning for HAR with Shallow LSTMs.
ISWC
Marius Bock, Alexander Hölzemann, Michael Moeller, Kristof Van Laerhoven
2021 J jnl
Improving Deep Learning for HAR with shallow LSTMs.
CoRR
Marius Bock, Alexander Hoelzemann, Michael Moeller, Kristof Van Laerhoven
2021 J jnl
Tutorial on Deep Learning for Human Activity Recognition.
CoRR
Marius Bock, Alexander Hoelzemann, Michael Möller, Kristof Van Laerhoven