Publications

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Daniel Geißler; Bo Zhou; Mengxi Liu; Sungho Suh; Paul Lukowicz
The Power of Training: How Different Neural Network Setups Influence the Energy Demand
In: AAAI-24 Workshop Program. AAAI Conference on Artificial Intelligence (AAAI), Workshop Sustainable AI, AAAI Conference and Symposium Proceedings, …
Jwalin Bhatt; Yaroslav Zharov; Sungho Suh; Tilo Baumbach; Vincent Heuveline; Paul Lukowicz
A Knowledge Distillation framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image
In: IEEE International Symposium on Biomedical Imaging (ISBI). IEEE International Symposium on Biomedical Imaging (ISBI-2023), April 18-21, Cartagena, …
Daniel Geißler; Bo Zhou; Paul Lukowicz
Latent Inspector: An Interactive Tool for Probing Neural Network Behaviors Through Arbitrary Latent Activation
In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. International Joint Conference on Artificial …
Mengxi Liu; Bo Zhou; Zimin Zhao; Hyeonseok Hong; Hyun Kim; Sungho Suh; Vitor Fortes Rey; Paul Lukowicz
FieldHAR: A Fully Integrated End-to-End RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors
In: 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP). Annual IEEE International Conference …
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5th International Conference on Activity and Behavior Computing
International Conference on Activity and Behavior Computing (ABC-2023), located at 5th International Conference on Activity and Behavior Computing, …
Dominique Nshimyimana; Vitor Fortes Rey; Paul Lukowicz
Contrastive Left-Right Wearable Sensors (IMUs) Consistency Matching for HAR
In: Sozo Inoue; Md Atiqur Rahman Ahad; Tahera Hossain; Shahera Hossain; Sungho Suh (Hrsg.). In Proceedings of the 5th International Conference on …
Joanna Sorysz; Lars Krupp; Dominique Nshimyimana; Paul Lukowicz
Beyond the Pocket: Preparing a Study on the Variations of Wearable Device Location
In: Proceedings of The 13th International Conference on the Internet of Things (IoT). AccessIOT - Workshop on Integrating AI Technologies to Increase …

The Power of Training: How Different Neural Network Setups Influence the Energy Demand

A Knowledge Distillation framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image

Latent Inspector: An Interactive Tool for Probing Neural Network Behaviors Through Arbitrary Latent Activation

FieldHAR: A Fully Integrated End-to-End RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors

5th International Conference on Activity and Behavior Computing

Contrastive Left-Right Wearable Sensors (IMUs) Consistency Matching for HAR

Beyond the Pocket: Preparing a Study on the Variations of Wearable Device Location