2024

Doula, Achref ; Mühlhäuser, Max ; Sanchez Guinea, Alejandro (2024)
AR-CP: Uncertainty-Aware Perception in Adverse Conditions with Conformal Prediction and Augmented Reality For Assisted Driving.
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2024). Seattle, USA (17.06.2024-18.06.2024)
doi: 10.1109/CVPRW63382.2024.00026
Konferenzveröffentlichung, Bibliographie

Kreutz, Thomas ; Mühlhäuser, Max ; Sanchez Guinea, Alejandro (2024)
Common Sense Initialization of Mixture Density Networks for Motion Planning with Overestimated Number of Components.
12th International Conference on Learning Representations (ICLR 2024). Vienna, Austria (07.05.2024-11.05.2024)
Konferenzveröffentlichung, Bibliographie

2023

Doula, Achref ; Schmidt, Lennart ; Mühlhäuser, Max ; Sanchez Guinea, Alejandro (2023)
"Can You Handle the Truth?": Investigating the Effects of AR-Based Visualization of the Uncertainty of Deep Learning Models on Users of Autonomous Vehicles.
22nd IEEE International Symposium on Mixed and Augmented Reality (ISMAR 2023 ). Sydney, Australia (16.10.2023 - 20.10.2023)
doi: 10.1109/ismar59233.2023.00040
Konferenzveröffentlichung, Bibliographie

Ahmed, Sajeel ; Esbel, Ousama ; Mühlhäuser, Max ; Sanchez Guinea, Alejandro (2023)
Towards Continual Knowledge Learning of Vehicle CAN-data.
IEEE Intelligent Vehicles Symposium (IV 2023). Anchorage, Alaska (04.06.2023 – 07.06.2023)
doi: 10.1109/iv55152.2023.10186715
Konferenzveröffentlichung, Bibliographie

Doula, Achref ; Güdelhöfer, Tobias ; Matviienko, Andrii ; Mühlhäuser, Max ; Sanchez Guinea, Alejandro (2023)
PointCloudLab: An Environment for 3D Point Cloud Annotation with Adapted Visual Aids and Levels of Immersion.
40th IEEE International Conference on Robotics and Automation (ICRA2023). London, United Kingdom (29.05.2023 - 02.06.2023)
doi: 10.1109/icra48891.2023.10160225
Konferenzveröffentlichung, Bibliographie

Kreutz, Thomas ; Mühlhäuser, Max ; Sanchez Guinea, Alejandro (2023)
Unsupervised 4D LiDAR Moving Object Segmentation in Stationary Settings with Multivariate Occupancy Time Series.
2023 IEEE/CVF Winter Conference on Applications of Computer Vision. Hawaii, USA (03.01.2023-07.01.2023)
doi: 10.1109/WACV56688.2023.00169
Konferenzveröffentlichung, Bibliographie

Wainakh, Aidmar ; Zimmer, Ephraim ; Subedi, Sandeep ; Keim, Jens ; Grube, Tim ; Karuppayah, Shankar ; Sanchez Guinea, Alejandro ; Mühlhäuser, Max (2023)
Federated Learning Attacks Revisited: A Critical Discussion of Gaps, Assumptions, and Evaluation Setups.
In: Sensors, 23 (1)
doi: 10.3390/s23010031
Artikel, Bibliographie

2022

Doula, Achref ; Schmidt, Lennart ; Mühlhäuser, Max ; Sanchez Guinea, Alejandro (2022)
Visualization of Machine Learning Uncertainty in AR-Based See-Through Applications.
2022 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR). virtual Conference (12.12.2022-14.12.2022)
doi: 10.1109/AIVR56993.2022.00022
Konferenzveröffentlichung, Bibliographie

Kreutz, Thomas ; Esbel, Ousama ; Mühlhäuser, Max ; Sanchez Guinea, Alejandro (2022)
Unsupervised Driving Event Discovery Based on Vehicle CAN-data.
25th International Conference on Intelligent Transportation Systems. Macau, Peoples Republik of China (08.10.2022-12.10.2022)
doi: 10.1109/ITSC55140.2022.9922158
Konferenzveröffentlichung, Bibliographie

Sanchez Guinea, Alejandro ; Heinrich, Simon ; Mühlhäuser, Max (2022)
Activity-Free User Identification Using Wearables Based on Vision Techniques.
In: Sensors, 22 (19)
doi: 10.3390/s22197368
Artikel, Bibliographie

Doula, Achref ; Güdelhöfer, Tobias ; Matviienko, Andrii ; Mühlhäuser, Max ; Sanchez Guinea, Alejandro (2022)
Immersive-Labeler: Immersive Annotation of Large-Scale 3D Point Clouds in Virtual Reality.
SIGGRAPH '22: Special Interest Group on Computer Graphics and Interactive Techniques Conference. Vancouver, Canada (08.08.2022-11.08.2022)
doi: 10.1145/3532719.3543249
Konferenzveröffentlichung, Bibliographie

Doula, Achref ; Sanchez Guinea, Alejandro ; Mühlhäuser, Max (2022)
VR-Surv: A VR-Based Privacy Preserving Surveillance System.
2022 CHI Conference on Human Factors in Computing Systems. New Orleans, USA (29.04.2022-05.05.2022)
doi: 10.1145/3491101.3519645
Konferenzveröffentlichung, Bibliographie

Doula, Achref ; Kaufmann, Philipp ; Sanchez Guinea, Alejandro ; Mühlhäuser, Max (2022)
Effects of the Level of Detail on the Recognition of City Landmarks in Virtual Environments.
2022 IEEE Conference on Virtual Reality and 3D User Interfaces. virtual Conference (12.03.2022-16.03.2022)
doi: 10.1109/VRW55335.2022.00281
Konferenzveröffentlichung, Bibliographie

Sanchez Guinea, Alejandro ; Sarabchian, Mehran ; Mühlhäuser, Max (2022)
Improving Wearable-Based Activity Recognition Using Image Representations.
In: Sensors, 22 (5)
doi: 10.3390/s22051840
Artikel, Bibliographie

2021

Stroscher, Jan-Philipp ; Schnaubelt, Marius ; Sanchez Guinea, Alejandro ; Fabian, Stefan ; Willich, Julius von ; Alhamwy, Yasin ; Bauer, Maximilian ; Stryk, Oskar von ; Mühlhäuser, Max ; Geihs, Kurt ; Hornung, Gerrit (2021)
Technical & Data Protection Aspects of a Smart Digital Control Center for Smart Cities.
INFORMATIK 2021: 51. Jahrestagung der Gesellschaft für Informatik. virtual Conference (27.09.2021-01.10.2021)
doi: 10.18420/informatik2021-086
Konferenzveröffentlichung, Bibliographie

Sanchez Guinea, Alejandro ; Heinrich, Simon ; Mühlhäuser, Max (2021)
VIDENS: Vision-based User Identification from Inertial Sensors.
UbiComp '21: The 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing. virtual Conference (21.09.2021-26.09.2021)
doi: 10.1145/3460421.3480426
Konferenzveröffentlichung, Bibliographie

Sanchez Guinea, Alejandro ; Sarabchian, Mehran ; Mühlhäuser, Max (2021)
Image-based Activity Recognition from IMU Data.
19th International Conference on Pervasive Computing and Communications. virtual Conference (22.03.2021-26.03.2021)
doi: 10.1109/PerComWorkshops51409.2021.9430990
Konferenzveröffentlichung, Bibliographie

2020

Wainakh, Aidmar ; Sanchez Guinea, Alejandro ; Grube, Tim ; Mühlhäuser, Max (2020)
Enhancing Privacy via Hierarchical Federated Learning.
5th IEEE European Symposium on Security and Privacy Workshops (EuroS&PW 2020). virtual Conference (07.09.2020-11.09.2020)
doi: 10.1109/EuroSPW51379.2020.00053
Konferenzveröffentlichung, Bibliographie

2019

Sanchez Guinea, Alejandro ; Seeliger, Alexander ; Pejovic, Veljko ; Naeem, Usman ; Scholl, Philipp M. ; Mihale-Wilson, Cristina ; Di Lascio, Elena ; Azam, Muhammad Awais ; Kuo, Pei-Yi (Patricia) ; Mühlhäuser, Max ; Meurisch, Christian (2019)
UPA'19: 4th International Workshop on Ubiquitous Personal Assistance.
doi: 10.1145/3341162.3347755
Konferenzveröffentlichung, Bibliographie

Sanchez Guinea, Alejandro ; Boytsov, Andrey ; Mouline, Ludovic ; Le Traon, Yves (2019)
Smart discovery of periodic-frequent human routines for home automation.
Houston, USA (12.11.2019-14.11.2019)
doi: 10.1145/3360774.3360784
Konferenzveröffentlichung, Bibliographie