Felix Ott

41 papers A* 1A 1B 2Journal 26Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
5G-DIL: Domain Incremental Learning with Similarity-Aware Sampling for Dynamic 5G Indoor Localization.
ICL-GNSS
Nisha Lakshmana Raichur, Lucas Heublein, Christopher Mutschler, Felix Ott
2025 J jnl
5G-DIL: Domain Incremental Learning with Similarity-Aware Sampling for Dynamic 5G Indoor Localization.
CoRR
Nisha Lakshmana Raichur, Lucas Heublein, Christopher Mutschler, Felix Ott
2025 J jnl
Attention-Based Fusion of IQ and FFT Spectrograms with AoA Features for GNSS Jammer Localization.
CoRR
Lucas Heublein, Christian Wielenberg, Thorsten Nowak, Tobias Feigl, Christopher Mutschler, Felix Ott
2025 J jnl
Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning.
Trans. Mach. Learn. Res.
Nisha Lakshmana Raichur, Lucas Heublein, Tobias Feigl, Alexander Rügamer, Christopher Mutschler, Felix Ott
2025 — conf
Evaluating ML Robustness in GNSS Interference Classification, Characterization & Localization.
ICL-GNSS
Lucas Heublein, Tobias Feigl, Thorsten Nowak, Alexander Rügamer, Christopher Mutschler, Felix Ott
2025 J jnl
Evaluation of (Un-)Supervised Machine Learning Methods for GNSS Interference Classification with Real-World Data Discrepancies.
CoRR
Lucas Heublein, Nisha Lakshmana Raichur, Tobias Feigl, Tobias Brieger, Fin Heuer, Lennart Asbach, Alexander Rügamer, Felix Ott
2025 — conf
Exploitation of Hidden Context in Dynamic Movement Forecasting: A Neural Network Journey from Recurrent to Graph Neural Networks and General Purpose Transformers.
PLANS
Lukas Schelenz, Shobha Rajanna, Denis Gosalci, Lucas Heublein, Jonas Pirkl, Jonathan Ott, Felix Ott, Christopher Mutschler, Tobias Feigl
2025 B conf
Federated Learning with MMD-based Early Stopping for Adaptive GNSS Interference Classification.
NOMS
Nishant S. Gaikwad, Lucas Heublein, Nisha Lakshmana Raichur, Tobias Feigl, Christopher Mutschler, Felix Ott
2025 J jnl
GNSS Jammer Direction Finding in Dynamic Scenarios Using an Inertial-based Multi-Antenna System.
CoRR
Lucas Heublein, Thorsten Nowak, Tobias Feigl, Jaspar Pahl, Felix Ott
2025 — conf
GenAI for Energy-Efficient and Interference-Aware Compressed Sensing of GNSS Signals on a Google Edge TPU.
PLANS
Thorben Wegner, Lucas Heublein, Tobias Feigl, Felix Ott, Christopher Mutschler, Alexander Rügamer
2025 B conf
Multimodal-to-Text Prompt Engineering in Large Language Models Using Feature Embeddings for GNSS Interference Characterization.
WCNC
Harshith Manjunath, Lucas Heublein, Tobias Feigl, Felix Ott
2025 J jnl
Multimodal-to-Text Prompt Engineering in Large Language Models Using Feature Embeddings for GNSS Interference Characterization.
CoRR
Harshith Manjunath, Lucas Heublein, Tobias Feigl, Felix Ott
2025 — conf
PDRNN: Modular Data-driven Pedestrian Dead Reckoning on Loosely Coupled Radio- and Inertial-Signalstreams.
PLANS
Peter Bauer, Andreas Porada, Felix Ott, Christopher Mutschler, Tobias Feigl
2025 J jnl
VAE-based Feature Disentanglement for Data Augmentation and Compression in Generalized GNSS Interference Classification.
CoRR
Lucas Heublein, Simon Kocher, Tobias Feigl, Alexander Rügamer, Christopher Mutschler, Felix Ott
2025 — conf
Vae-Based Feature Disentanglement for Data Augmentation and Compression in Generalized Gnss Interference Classification.
ICL-GNSS
Lucas Heublein, Simon Kocher, Tobias Feigl, Alexander Rügamer, Christopher Mutschler, Felix Ott
2024 J jnl
Achieving Generalization in Orchestrating GNSS Interference Monitoring Stations Through Pseudo-Labeling.
CoRR
Lucas Heublein, Tobias Feigl, Alexander Rügamer, Felix Ott
2024 J jnl
Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning.
CoRR
Nisha Lakshmana Raichur, Lucas Heublein, Tobias Feigl, Alexander Rügamer, Christopher Mutschler, Felix Ott
2024 J jnl
Evaluating ML Robustness in GNSS Interference Classification, Characterization & Localization.
CoRR
Lucas Heublein, Tobias Feigl, Thorsten Nowak, Alexander Rügamer, Christopher Mutschler, Felix Ott
2024 J jnl
Federated Learning with MMD-based Early Stopping for Adaptive GNSS Interference Classification.
CoRR
Saurabh Sampatrao Gaikwad, Lucas Heublein, Nisha Lakshmana Raichur, Tobias Feigl, Christopher Mutschler, Felix Ott
2024 — conf
Few-Shot Learning with Uncertainty-Based Quadruplet Selection for Interference Classification in GNSS Data.
ICL-GNSS
Felix Ott, Lucas Heublein, Nisha Lakshmana Raichur, Tobias Feigl, Jonathan Hansen, Alexander Rügamer, Christopher Mutschler
2024 J jnl
Few-Shot Learning with Uncertainty-based Quadruplet Selection for Interference Classification in GNSS Data.
CoRR
Felix Ott, Lucas Heublein, Nisha Lakshmana Raichur, Tobias Feigl, Jonathan Hansen, Alexander Rügamer, Christopher Mutschler
2024 J jnl
Fusing structure from motion and simulation-augmented pose regression from optical flow for challenging indoor environments.
J. Vis. Commun. Image Represent.
Felix Ott, Lucas Heublein, David Rügamer, Bernd Bischl, Christopher Mutschler
2024 J jnl
Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation.
CoRR
Yucheng Wang, Peiliang Gong, Min Wu, Felix Ott, Xiaoli Li, Lihua Xie, Zhenghua Chen
2023 J jnl
Auxiliary Cross-Modal Representation Learning With Triplet Loss Functions for Online Handwriting Recognition.
IEEE Access
Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler
2023 J jnl
Fusing Structure from Motion and Simulation-Augmented Pose Regression from Optical Flow for Challenging Indoor Environments.
CoRR
Felix Ott, Lucas Heublein, David Rügamer, Bernd Bischl, Christopher Mutschler
2023 J jnl
Low-Cost COTS GNSS Interference Monitoring, Detection, and Classification System.
Sensors
Johannes Rossouw van der Merwe, David Contreras Franco, Jonathan Hansen, Tobias Brieger, Tobias Feigl, Felix Ott, Dorsaf Jdidi, Alexander Rügamer, Wolfgang Felber
2023 J jnl
Representation Learning for Tablet and Paper Domain Adaptation in Favor of Online Handwriting Recognition.
CoRR
Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler
2023 — —
Representation learning for domain adaptation and cross-modal retrieval: in the context of online handwriting recognition and visual self-localization.
Felix Ott
2022 J jnl
Benchmarking Online Sequence-to-Sequence and Character-based Handwriting Recognition from IMU-Enhanced Pens.
CoRR
Felix Ott, David Rügamer, Lucas Heublein, Tim Hamann, Jens Barth, Bernd Bischl, Christopher Mutschler
2022 J jnl
Benchmarking Visual-Inertial Deep Multimodal Fusion for Relative Pose Regression and Odometry-aided Absolute Pose Regression.
CoRR
Felix Ott, Nisha Lakshmana Raichur, David Rügamer, Tobias Feigl, Heiko Neumann, Bernd Bischl, Christopher Mutschler
2022 J jnl
Benchmarking online sequence-to-sequence and character-based handwriting recognition from IMU-enhanced pens.
Int. J. Document Anal. Recognit.
Felix Ott, David Rügamer, Lucas Heublein, Tim Hamann, Jens Barth, Bernd Bischl, Christopher Mutschler
2022 J jnl
Cross-Modal Common Representation Learning with Triplet Loss Functions.
CoRR
Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler
2022 A* conf
Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift.
ACM Multimedia
Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler
2022 J jnl
Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift.
CoRR
Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler
2022 A conf
Joint Classification and Trajectory Regression of Online Handwriting using a Multi-Task Learning Approach.
WACV
Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler
2022 — conf
Representation Learning for Tablet and Paper Domain Adaptation in Favor of Online Handwriting Recognition.
ICPR Workshops (1)
Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler
2022 J jnl
Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift.
CoRR
Andreas Klaß, Sven M. Lorenz, Martin W. Lauer-Schmaltz, David Rügamer, Bernd Bischl, Christopher Mutschler, Felix Ott
2022 — conf
Uncertainty-aware Evaluation of Time-series Classification for Online Handwriting Recognition with Domain Shift.
STRL@IJCAI
Andreas Klaß, Sven M. Lorenz, Martin W. Lauer-Schmaltz, David Rügamer, Bernd Bischl, Christopher Mutschler, Felix Ott
2020 J jnl
The OnHW Dataset: Online Handwriting Recognition from IMU-Enhanced Ballpoint Pens with Machine Learning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Felix Ott, Mohamad Wehbi, Tim Hamann, Jens Barth, Björn M. Eskofier, Christopher Mutschler
2020 — conf
ViPR: Visual-Odometry-aided Pose Regression for 6DoF Camera Localization.
CVPR Workshops
Felix Ott, Tobias Feigl, Christoffer Löffler, Christopher Mutschler
2019 J jnl
ViPR: Visual-Odometry-aided Pose Regression for 6DoF Camera Localization.
CoRR
Felix Ott, Tobias Feigl, Christoffer Löffler, Christopher Mutschler