Julius Ott

22 papers A 2C 2Misc 3Journal 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Exploiting Benford's Law for Weight Regularization of Deep Neural Networks.
Trans. Mach. Learn. Res.
Julius Ott, Huawei Sun, Enrico Rinaldi, Gianfranco Mauro, Lorenzo Servadei, Robert Wille
2025 J jnl
Feature Identification for Hierarchical Contrastive Learning.
CoRR
Julius Ott, Nastassia Vysotskaya, Huawei Sun, Lorenzo Servadei, Robert Wille
2025 A conf
GET-UP: GEomeTric-aware Depth Estimation with Radar Points UPsampling.
WACV
Huawei Sun, Zixu Wang, Hao Feng, Julius Ott, Lorenzo Servadei, Robert Wille
2025 Misc conf
LiRCDepth: Lightweight Radar-Camera Depth Estimation via Knowledge Distillation and Uncertainty Guidance.
ICASSP
Huawei Sun, Nastassia Vysotskaya, Tobias Sukianto, Hao Feng, Julius Ott, Xiangyuan Peng, Lorenzo Servadei, Robert Wille
2025 J jnl
TRIDE: A Text-assisted Radar-Image weather-aware fusion network for Depth Estimation.
CoRR
Huawei Sun, Zixu Wang, Hao Feng, Julius Ott, Lorenzo Servadei, Robert Wille
2025 J jnl
TRIDE: A Text-assisted Radar-Image weather-aware fusion network for Depth Estimation.
Trans. Mach. Learn. Res.
Huawei Sun, Zixu Wang, Hao Feng, Julius Ott, Lorenzo Servadei, Robert Wille
2025 J jnl
XD-RCDepth: Lightweight Radar-Camera Depth Estimation with Explainability-Aligned and Distribution-Aware Distillation.
CoRR
Huawei Sun, Zixu Wang, Xiangyuan Peng, Julius Ott, Georg Stettinger, Lorenzo Servadei, Robert Wille
2024 A conf
CaFNet: A Confidence-Driven Framework for Radar Camera Depth Estimation.
IROS
Huawei Sun, Hao Feng, Julius Ott, Lorenzo Servadei, Robert Wille
2024 J jnl
CaFNet: A Confidence-Driven Framework for Radar Camera Depth Estimation.
CoRR
Huawei Sun, Hao Feng, Julius Ott, Lorenzo Servadei, Robert Wille
2024 C conf
Enhanced Radar Perception via Multi-Task Learning: Towards Refined Data for Sensor Fusion Applications.
IV
Huawei Sun, Hao Feng, Gianfranco Mauro, Julius Ott, Georg Stettinger, Lorenzo Servadei, Robert Wille
2024 J jnl
Enhanced Radar Perception via Multi-Task Learning: Towards Refined Data for Sensor Fusion Applications.
CoRR
Huawei Sun, Hao Feng, Gianfranco Mauro, Julius Ott, Georg Stettinger, Lorenzo Servadei, Robert Wille
2024 J jnl
GET-UP: GEomeTric-aware Depth Estimation with Radar Points UPsampling.
CoRR
Huawei Sun, Zixu Wang, Hao Feng, Julius Ott, Lorenzo Servadei, Robert Wille
2024 J jnl
LiRCDepth: Lightweight Radar-Camera Depth Estimation via Knowledge Distillation and Uncertainty Guidance.
CoRR
Huawei Sun, Nastassia Vysotskaya, Tobias Sukianto, Hao Feng, Julius Ott, Xiangyuan Peng, Lorenzo Servadei, Robert Wille
2023 J jnl
Context-adaptable radar-based people counting via few-shot learning.
Appl. Intell.
Gianfranco Mauro, Ignacio Martinez-Rodriguez, Julius Ott, Lorenzo Servadei, Robert Wille, Manuel P. Cuéllar, Diego P. Morales-Santos
2023 J jnl
Few-Shot User-Adaptable Radar-Based Breath Signal Sensing.
Sensors
Gianfranco Mauro, Maria De Carlos Diez, Julius Ott, Lorenzo Servadei, Manuel P. Cuéllar, Diego P. Morales-Santos
2023 Misc conf
MEET: A Monte Carlo Exploration-Exploitation Trade-Off for Buffer Sampling.
ICASSP
Julius Ott, Lorenzo Servadei, Jose A. Arjona-Medina, Enrico Rinaldi, Gianfranco Mauro, Daniela Sanchez Lopera, Michael Stephan, Thomas Stadelmayer, Avik Santra, Robert Wille
2023 J jnl
Temporal Patience: Efficient Adaptive Deep Learning for Embedded Radar Data Processing.
CoRR
Max Sponner, Julius Ott, Lorenzo Servadei, Bernd Waschneck, Robert Wille, Akash Kumar
2022 Misc conf
Label-Aware Ranked Loss for Robust People Counting Using Automotive In-Cabin Radar.
ICASSP
Lorenzo Servadei, Huawei Sun, Julius Ott, Michael Stephan, Souvik Hazra, Thomas Stadelmayer, Daniela Sanchez Lopera, Robert Wille, Avik Santra
2022 J jnl
MEET: A Monte Carlo Exploration-Exploitation Trade-off for Buffer Sampling.
CoRR
Julius Ott, Lorenzo Servadei, Jose A. Arjona-Medina, Enrico Rinaldi, Gianfranco Mauro, Daniela Sanchez Lopera, Michael Stephan, Thomas Stadelmayer, Avik Santra, Robert Wille
2022 C conf
Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking.
ICMLA
Julius Ott, Lorenzo Servadei, Gianfranco Mauro, Thomas Stadelmayer, Avik Santra, Robert Wille
2022 J jnl
Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking.
CoRR
Julius Ott, Lorenzo Servadei, Gianfranco Mauro, Thomas Stadelmayer, Avik Santra, Robert Wille
2021 J jnl
Label-Aware Ranked Loss for robust People Counting using Automotive in-cabin Radar.
CoRR
Lorenzo Servadei, Huawei Sun, Julius Ott, Michael Stephan, Souvik Hazra, Thomas Stadelmayer, Daniela Sanchez Lopera, Robert Wille, Avik Santra