Christoffer Löffler

2023

• Löffler C., Fallah K., Fenu S., Zanca D., Eskofier B., Rozell CJ., Mutschler C.:
  Active Learning of Ordinal Embeddings: A User Study on Football Data
  In: Transactions on Machine Learning Research (2023), p. 1-26
  ISSN: 2835-8856
  Open Access: https://openreview.net/pdf?id=oq3tx5kinu
  URL: https://openreview.net/forum?id=oq3tx5kinu
  BibTeX: Download

2022

• Löffler C., Mutschler C.:
  IALE: Imitating Active Learner Ensembles
  In: Journal of Machine Learning Research 23 (2022), p. 1-29
  ISSN: 1532-4435
  URL: http://jmlr.org/papers/v23/21-0387.html
  BibTeX: Download
• Löffler C., Reeb L., Dzibela D., Marzilger R., Witt N., Eskofier B., Mutschler C.:
  Deep Siamese Metric Learning: A Highly Scalable Approach to Searching Unordered Sets of Trajectories
  In: ACM Transactions on Intelligent Systems and Technology 13 (2022), Article No.: 6
  ISSN: 2157-6904
  DOI: 10.1145/3465057
  BibTeX: Download

2020

• Feigl T., Porada A., Steiner S., Löffler C., Mutschler C., Philippsen M.:
  Localization Limitations of ARCore, ARKit, and Hololens in Dynamic Large-Scale Industry Environments
  15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (GRAPP 2020) (Valletta, 27. February 2020 - 29. February 2020)
  In: Kadi Bouatouch, A. Augusto Sousa, Jose Braz (ed.): Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP, Portugal: 2020
  DOI: 10.5220/0008989903070318
  URL: http://www.grapp.visigrapp.org/
  BibTeX: Download
• Löffler C., Nickel C., Sobel C., Daniel D., Braat J., Gruhler B., Woller P., Witt N., Mutschler C.:
  Automated Quality Assurance for Hand-held Tools via Embedded Classification and AutoML
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) (Virtual (Ghent, Belgium), 14. September 2020 - 18. September 2020)
  DOI: 10.1007/978-3-030-67670-4_33
  BibTeX: Download
• Mishra A., Löffler C., Plinge A.:
  Recipes for Post-training Quantization of Deep Neural Networks
  6th Workshop on Energy Efficient Machine Learning and Cognitive Computing (EMC^2) (Virtual (from San Jose, California), 5. December 2020 - 5. December 2020)
  Open Access: https://www.emc2-ai.org/assets/docs/virtual-20/emc2-virtual20-paper-8.pdf
  URL: https://www.emc2-ai.org/assets/docs/virtual-20/emc2-virtual20-paper-8.pdf
  BibTeX: Download
• Ott F., Feigl T., Löffler C., Mutschler C.:
  ViPR: Visual-Odometry-aided Pose Regression for 6DoF Camera Localization
  The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (Seattle, Washington, 16. June 2020 - 18. June 2020)
  In: Computer Vision Foundation (CVF) (ed.): Joint Workshop on Long-Term Visual Localization, Visual Odometry and Geometric and Learning-based SLAM 2020
  DOI: 10.1109/cvprw50498.2020.00029
  URL: http://openaccess.thecvf.com/content_CVPRW_2020/html/w3/Ott_ViPR_Visual-Odometry-Aided_Pose_Regression_for_6DoF_Camera_Localization_CVPRW_2020_paper.html
  BibTeX: Download
• Redzepagic A., Löffler C., Feigl T., Mutschler C.:
  A Sense of Quality for Augmented Reality Assisted Process Guidance
  International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) (Ipojuca, Pernambuco, 9. November 2020 - 13. November 2020)
  In: IEEE Proc. International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2020
  DOI: 10.1109/ISMAR-Adjunct51615.2020.00046
  BibTeX: Download

2019

• Ott F., Feigl T., Löffler C., Mutschler C.:
  Visual-Odometry-aided Pose Regression for 6DoF Camera Localization
  (2019)
  URL: https://arxiv.org/pdf/1912.08263.pdf
  BibTeX: Download
  (Techreport)

2018

• Gorse L., Löffler C., Mutschler C., Philippsen M.:
  Optical Camera Communication for Active Marker Identification in Camera-based Positioning Systems
  15th Workshop on Positioning, Navigation and Communications (WPNC'18) (Bremen, 25. October 2018 - 26. October 2018)
  In: Proceedings of the 15th Workshop on Positioning, Navigation and Communications (WPNC'18) 2018
  DOI: 10.1109/WPNC.2018.8555846
  URL: https://www2.cs.fau.de/publication/download/WPNC2018.pdf
  BibTeX: Download
• Löffler C., Riechel S., Fischer J., Mutschler C.:
  Evaluation Criteria for Inside-Out Indoor Positioning Systems Based on Machine Learning
  In: International Conference on Indoor Positioning and Indoor Navigation (IPIN), Nantes, France: 2018
  DOI: 10.1109/ipin.2018.8533862
  URL: https://ieeexplore.ieee.org/document/8533862
  BibTeX: Download

2015

• Löffler C., Mutschler C., Philippsen M.:
  Approximative Event Processing on Sensor Data Streams (Best Poster and Demostration Award)
  9th ACM International Conference on Distributed Event-Based Systems (DEBS'15) (Oslo, 29. June 2015 - 3. July 2015)
  In: Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems (DEBS'15) 2015
  DOI: 10.1145/2675743.2776767
  URL: http://www2.informatik.uni-erlangen.de/publication/download/DEBS2015.pdf
  BibTeX: Download

2014

• Alagöz I., Löffler C., Schneider V., German R.:
  Simulating the Energy Management on Smartphones Using Hybrid Modeling Techniques
  17th International GI/ITG Conference on Measurement, Modelling, and Evaluation of Computing Systems and Dependability and Fault Tolerance (MMB & DFT 2014) (Bamberg, Germany, 17. March 2014 - 19. March 2014)
  In: Proceedings of the 17th International GI/ITG Conference, MMB & DFT 2014 2014
  DOI: 10.1007/978-3-319-05359-2_15
  URL: http://link.springer.com/chapter/10.1007/978-3-319-05359-2_15
  BibTeX: Download
• Mutschler C., Löffler C., Witt N., Edelhäußer T., Philippsen M.:
  Predictive Load Management in Smart Grid Environments
  8th ACM International Conference on Distributed Event-Based Systems (DEBS'14) (Mumbai, 26. May 2014 - 29. May 2014)
  In: Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems (DEBS'14), New York: 2014
  DOI: 10.1145/2611286.2611330
  URL: http://www2.informatik.uni-erlangen.de/publication/download/DEBS2014.pdf
  BibTeX: Download

2013

• Löffler C., Mutschler C., Philippsen M.:
  Evolutionary Algorithms that use Runtime Migration of Detector Processes to Reduce Latency in Event-Based Systems
  2013 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013) (Torino, Italy, 25. June 2013 - 27. June 2013)
  In: Proceedings of the 2013 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013) 2013
  DOI: 10.1109/AHS.2013.6604223
  URL: http://www2.informatik.uni-erlangen.de/publication/download/AHS2013.pdf
  BibTeX: Download