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Julius Ott
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2020 – today
- 2024
- [c4]Huawei Sun, Hao Feng, Gianfranco Mauro, Julius Ott, Georg Stettinger, Lorenzo Servadei, Robert Wille:
Enhanced Radar Perception via Multi-Task Learning: Towards Refined Data for Sensor Fusion Applications. IV 2024: 3179-3184 - [i7]Huawei Sun, Hao Feng, Gianfranco Mauro, Julius Ott, Georg Stettinger, Lorenzo Servadei, Robert Wille:
Enhanced Radar Perception via Multi-Task Learning: Towards Refined Data for Sensor Fusion Applications. CoRR abs/2404.06165 (2024) - [i6]Huawei Sun, Hao Feng, Julius Ott, Lorenzo Servadei, Robert Wille:
CaFNet: A Confidence-Driven Framework for Radar Camera Depth Estimation. CoRR abs/2407.00697 (2024) - [i5]Huawei Sun, Zixu Wang, Hao Feng, Julius Ott, Lorenzo Servadei, Robert Wille:
GET-UP: GEomeTric-aware Depth Estimation with Radar Points UPsampling. CoRR abs/2409.02720 (2024) - 2023
- [j2]Gianfranco Mauro, Ignacio Martinez-Rodriguez, Julius Ott, Lorenzo Servadei, Robert Wille, Manuel P. Cuéllar, Diego P. Morales-Santos:
Context-adaptable radar-based people counting via few-shot learning. Appl. Intell. 53(21): 25359-25387 (2023) - [j1]Gianfranco Mauro, Maria De Carlos Diez, Julius Ott, Lorenzo Servadei, Manuel P. Cuéllar, Diego P. Morales-Santos:
Few-Shot User-Adaptable Radar-Based Breath Signal Sensing. Sensors 23(2): 804 (2023) - [c3]Julius Ott, Lorenzo Servadei, Jose A. Arjona-Medina, Enrico Rinaldi, Gianfranco Mauro, Daniela Sanchez Lopera, Michael Stephan, Thomas Stadelmayer, Avik Santra, Robert Wille:
MEET: A Monte Carlo Exploration-Exploitation Trade-Off for Buffer Sampling. ICASSP 2023: 1-5 - [i4]Max Sponner, Julius Ott, Lorenzo Servadei, Bernd Waschneck, Robert Wille, Akash Kumar:
Temporal Patience: Efficient Adaptive Deep Learning for Embedded Radar Data Processing. CoRR abs/2309.05686 (2023) - 2022
- [c2]Lorenzo Servadei, Huawei Sun, Julius Ott, Michael Stephan, Souvik Hazra, Thomas Stadelmayer, Daniela Sanchez Lopera, Robert Wille, Avik Santra:
Label-Aware Ranked Loss for Robust People Counting Using Automotive In-Cabin Radar. ICASSP 2022: 3883-3887 - [c1]Julius Ott, Lorenzo Servadei, Gianfranco Mauro, Thomas Stadelmayer, Avik Santra, Robert Wille:
Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking. ICMLA 2022: 1476-1483 - [i3]Julius Ott, Lorenzo Servadei, Jose A. Arjona-Medina, Enrico Rinaldi, Gianfranco Mauro, Daniela Sanchez Lopera, Michael Stephan, Thomas Stadelmayer, Avik Santra, Robert Wille:
MEET: A Monte Carlo Exploration-Exploitation Trade-off for Buffer Sampling. CoRR abs/2210.13545 (2022) - [i2]Julius Ott, Lorenzo Servadei, Gianfranco Mauro, Thomas Stadelmayer, Avik Santra, Robert Wille:
Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking. CoRR abs/2210.14532 (2022) - 2021
- [i1]Lorenzo Servadei, Huawei Sun, Julius Ott, Michael Stephan, Souvik Hazra, Thomas Stadelmayer, Daniela Sanchez Lopera, Robert Wille, Avik Santra:
Label-Aware Ranked Loss for robust People Counting using Automotive in-cabin Radar. CoRR abs/2110.05876 (2021)
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