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Daniel Geißler
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2020 – today
- 2024
- [j4]Daniel Geißler, Hymalai Bello, Esther Friederike Zahn, Emil Woop, Bo Zhou, Paul Lukowicz, Jakob Karolus:
Head 'n Shoulder: Gesture-Driven Biking Through Capacitive Sensing Garments to Innovate Hands-Free Interaction. Proc. ACM Hum. Comput. Interact. 8(MHCI): 1-20 (2024) - [c7]Daniel Geißler, Bo Zhou, Mengxi Liu, Sungho Suh, Paul Lukowicz:
The Power of Training: How Different Neural Network Setups Influence the Energy Demand. ARCS 2024: 33-47 - [c6]Lala Shakti Swarup Ray, Daniel Geißler, Mengxi Liu, Bo Zhou, Sungho Suh, Paul Lukowicz:
ALS-HAR: Harnessing Wearable Ambient Light Sensors to Enhance IMU-Based Human Activity Recognition. ICPR (29) 2024: 133-147 - [c5]Hymalai Bello, Daniel Geißler, Sungho Suh, Bo Zhou, Paul Lukowicz:
TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing Lines. ICPR (25) 2024: 201-216 - [i14]Daniel Geißler, Bo Zhou, Mengxi Liu, Sungho Suh, Paul Lukowicz:
The Power of Training: How Different Neural Network Setups Influence the Energy Demand. CoRR abs/2401.01851 (2024) - [i13]Mengxi Liu, Zimin Zhao, Daniel Geißler, Bo Zhou, Sungho Suh, Paul Lukowicz:
CoSS: Co-optimizing Sensor and Sampling Rate for Data-Efficient AI in Human Activity Recognition. CoRR abs/2401.05426 (2024) - [i12]Mengxi Liu, Daniel Geißler, Dominique Nshimyimana, Sizhen Bian, Bo Zhou, Paul Lukowicz:
Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition. CoRR abs/2406.11914 (2024) - [i11]Daniel Geissler, Paul Lukowicz:
Leveraging Hybrid Intelligence Towards Sustainable and Energy-Efficient Machine Learning. CoRR abs/2407.10580 (2024) - [i10]Bo Zhou, Daniel Geißler, Paul Lukowicz:
Misinforming LLMs: vulnerabilities, challenges and opportunities. CoRR abs/2408.01168 (2024) - [i9]Lala Shakti Swarup Ray, Daniel Geißler, Mengxi Liu, Bo Zhou, Sungho Suh, Paul Lukowicz:
ALS-HAR: Harnessing Wearable Ambient Light Sensors to Enhance IMU-based Human Activity Recogntion. CoRR abs/2408.09527 (2024) - [i8]Hymalai Bello, Daniel Geißler, Sungho Suh, Bo Zhou, Paul Lukowicz:
TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing Lines. CoRR abs/2408.14146 (2024) - [i7]Hymalai Bello, Daniel Geißler, Lala Shakti Swarup Ray, Stefan Müller-Divéky, Peter Müller, Shannon Kittrell, Mengxi Liu, Bo Zhou, Paul Lukowicz:
Towards certifiable AI in aviation: landscape, challenges, and opportunities. CoRR abs/2409.08666 (2024) - [i6]Daniel Geissler, Bo Zhou, Paul Lukowicz:
Strategies and Challenges of Efficient White-Box Training for Human Activity Recognition. CoRR abs/2412.08507 (2024) - [i5]Daniel Geissler, Bo Zhou, Mengxi Liu, Paul Lukowicz:
Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces. CoRR abs/2412.08515 (2024) - [i4]Daniel Geissler, Bo Zhou, Sungho Suh, Paul Lukowicz:
Spend More to Save More (SM2): An Energy-Aware Implementation of Successive Halving for Sustainable Hyperparameter Optimization. CoRR abs/2412.08526 (2024) - [i3]Daniel Geissler, Dominique Nshimyimana, Vítor Fortes Rey, Sungho Suh, Bo Zhou, Paul Lukowicz:
Beyond Confusion: A Fine-grained Dialectical Examination of Human Activity Recognition Benchmark Datasets. CoRR abs/2412.09037 (2024) - 2023
- [j3]Bo Zhou, Daniel Geissler, Marc Faulhaber, Clara Elisabeth Gleiss, Esther Friederike Zahn, Lala Shakti Swarup Ray, David Gamarra, Vítor Fortes Rey, Sungho Suh, Sizhen Bian, Gesche Joost, Paul Lukowicz:
MoCaPose: Motion Capturing with Textile-integrated Capacitive Sensors in Loose-fitting Smart Garments. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(1): 41:1-41:40 (2023) - [c4]Hymalai Bello, Sungho Suh, Daniel Geißler, Lala Shakti Swarup Ray, Bo Zhou, Paul Lukowicz:
CaptAinGlove: Capacitive and Inertial Fusion-Based Glove for Real-Time on Edge Hand Gesture Recognition for Drone Control. UbiComp/ISWC Adjunct 2023: 165-169 - [c3]Lala Shakti Swarup Ray, Daniel Geißler, Bo Zhou, Paul Lukowicz, Berit Greinke:
Capafoldable: Self-tracking Foldable Smart Textiles With Capacitive Sensing. UbiComp/ISWC Adjunct 2023: 197 - [c2]Daniel Geißler, Esther Friederike Zahn, Hymalai Bello, Lala Shakti Swarup Ray, Emil Woop, Bo Zhou, Paul Lukowicz, Gesche Joost:
MoCa'Collection: Normalizing Dynamic Textile Geometry with Capacitive Sensing in Design Centric Wearables. UbiComp/ISWC Adjunct 2023: 276-280 - [c1]Daniel Geißler, Bo Zhou, Paul Lukowicz:
Latent Inspector: An Interactive Tool for Probing Neural Network Behaviors Through Arbitrary Latent Activation. IJCAI 2023: 7127-7130 - [i2]Hymalai Bello, Sungho Suh, Daniel Geißler, Lala Shakti Swarup Ray, Bo Zhou, Paul Lukowicz:
CaptAinGlove: Capacitive and Inertial Fusion-Based Glove for Real-Time on Edge Hand Gesture Recognition for Drone Control. CoRR abs/2306.04319 (2023) - [i1]Lala Shakti Swarup Ray, Daniel Geißler, Bo Zhou, Paul Lukowicz, Berit Greinke:
Capafoldable: self-tracking foldable smart textiles with capacitive sensing. CoRR abs/2307.05370 (2023)
2010 – 2019
- 2016
- [j2]Daniel Geißler, Christian Geißler, Thomas Leibfried:
Simplified simulation model of continuously transposed cable for linear and nonlinear buckling analysis. Math. Comput. Simul. 130: 81-94 (2016) - 2011
- [j1]Frank Morgner, Stefan Stufler, Daniel Geißler, Igor L. Medintz, W. Russ Algar, Kimihiro Susumu, Michael H. Stewart, Juan B. Blanco-Canosa, Philip E. Dawson, Niko Hildebrandt:
Terbium to Quantum Dot FRET Bioconjugates for Clinical Diagnostics: Influence of Human Plasma on Optical and Assembly Properties. Sensors 11(10): 9667-9684 (2011)
Coauthor Index
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