Felix Ott

According to our database, Felix Ott authored at least 19 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Fusing structure from motion and simulation-augmented pose regression from optical flow for challenging indoor environments.

Felix Ott, Lucas Heublein, David Rügamer, Bernd Bischl, Christopher Mutschler

J. Vis. Commun. Image Represent., 2024

Federated Learning with MMD-based Early Stopping for Adaptive GNSS Interference Classification.

Saurabh Sampatrao Gaikwad, Lucas Heublein, Nisha Lakshmana Raichur, Tobias Feigl, Christopher Mutschler, Felix Ott

CoRR, 2024

Achieving Generalization in Orchestrating GNSS Interference Monitoring Stations Through Pseudo-Labeling.

Lucas Heublein, Tobias Feigl, Alexander Rügamer, Felix Ott

CoRR, 2024

Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation.

Yucheng Wang, Peiliang Gong, Min Wu, Felix Ott, Xiaoli Li, Lihua Xie, Zhenghua Chen

CoRR, 2024

Evaluating ML Robustness in GNSS Interference Classification, Characterization & Localization.

Lucas Heublein, Tobias Feigl, Thorsten Nowak, Alexander Rügamer, Christopher Mutschler, Felix Ott

CoRR, 2024

Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning.

Nisha Lakshmana Raichur, Lucas Heublein, Tobias Feigl, Alexander Rügamer, Christopher Mutschler, Felix Ott

CoRR, 2024

Few-Shot Learning with Uncertainty-Based Quadruplet Selection for Interference Classification in GNSS Data.

Felix Ott, Lucas Heublein, Nisha Lakshmana Raichur, Tobias Feigl, Jonathan Hansen, Alexander Rügamer, Christopher Mutschler

Proceedings of the International Conference on Localization and GNSS, 2024

2023

Low-Cost COTS GNSS Interference Monitoring, Detection, and Classification System.

Johannes Rossouw van der Merwe, David Contreras Franco, Jonathan Hansen, Tobias Brieger, Tobias Feigl, Felix Ott, Dorsaf Jdidi, Alexander Rügamer, Wolfgang Felber

Sensors, April, 2023

Representation learning for domain adaptation and cross-modal retrieval: in the context of online handwriting recognition and visual self-localization.

Felix Ott

PhD thesis, 2023

Auxiliary Cross-Modal Representation Learning With Triplet Loss Functions for Online Handwriting Recognition.

Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler

IEEE Access, 2023

2022

Benchmarking online sequence-to-sequence and character-based handwriting recognition from IMU-enhanced pens.

Felix Ott, David Rügamer, Lucas Heublein, Tim Hamann, Jens Barth, Bernd Bischl, Christopher Mutschler

Int. J. Document Anal. Recognit., 2022

Benchmarking Visual-Inertial Deep Multimodal Fusion for Relative Pose Regression and Odometry-aided Absolute Pose Regression.

Felix Ott, Nisha Lakshmana Raichur, David Rügamer, Tobias Feigl, Heiko Neumann, Bernd Bischl, Christopher Mutschler

CoRR, 2022

Cross-Modal Common Representation Learning with Triplet Loss Functions.

Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler

CoRR, 2022

Joint Classification and Trajectory Regression of Online Handwriting using a Multi-Task Learning Approach.

Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift.

Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Uncertainty-aware Evaluation of Time-series Classification for Online Handwriting Recognition with Domain Shift.

Andreas Klaß, Sven M. Lorenz, Martin W. Lauer-Schmaltz, David Rügamer, Bernd Bischl, Christopher Mutschler, Felix Ott

Proceedings of the 1st International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2022) co-located with the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI 2022, 2022

Representation Learning for Tablet and Paper Domain Adaptation in Favor of Online Handwriting Recognition.

Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

2020

The OnHW Dataset: Online Handwriting Recognition from IMU-Enhanced Ballpoint Pens with Machine Learning.

Felix Ott, Mohamad Wehbi, Tim Hamann, Jens Barth, Björn M. Eskofier, Christopher Mutschler

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

ViPR: Visual-Odometry-aided Pose Regression for 6DoF Camera Localization.

Felix Ott, Tobias Feigl, Christoffer Löffler, Christopher Mutschler

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020