Research Interests
- Deep Learning for NLP and Computer Vision
- Embeddings and representations for multimodal models
- Generative models
Research Papers
Recent Publications
Recent publications with the Webis group can be found on the Webis publications page.
Previous Publications
List of publications from before I joined the Webis group
-
Comparison of Three-Dimensional Scanning Devices
N. Deckers and R. Reulke
2019 International Conference on Image and Vision Computing New Zealand (IVCNZ)
10.1109/IVCNZ48456.2019.8961017 -
Analysis of Motion Patterns in Video Streams for Automatic Health Monitoring in Koi Ponds
C. Hümmer, D. Rueß, J. Rueß, N. Deckers, A. C. Hofmann, S. M. Bergmann and R. Reulke
2019 Pacific-Rim Symposium on Image and Video Technology (PSIVT)
10.1007/978-3-030-34879-3_3 -
Equine Welfare Assessment: Horse Motion Evaluation and Comparison to Manual Pain Measurements
D. Rueß, J. Rueß, C. Hümmer, N. Deckers, V. Migal, K. Kienapfel, A. Wieckert, D. Barnewitz and R. Reulke
2019 Pacific-Rim Symposium on Image and Video Technology (PSIVT)
10.1007/978-3-030-34879-3_13 -
Classification of Tree Species on the Basis of Tree Bark Texture
L. Ganschow, T. Thiele, N. Deckers and R. Reulke
ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2019
10.5194/isprs-archives-xlii-2-w13-1855-2019 -
Quantitative comparison between neural network- and SGM-based stereo matching
A. Frenzel, N. Deckers and R. Reulke
ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2019
10.5194/isprs-archives-xlii-1-w2-17-2019 -
Modellierung von Tierskeletten zur Ableitung von 3D-Strukturen aus Einzelbilddaten
N. Deckers, D. Rueß and R. Reulke
Workshop 3D-NordOst 2018 (GFaI e.V.)
ISBN: 978-3-942709-19-4 -
Analysis of Motion Patterns for Pain Estimation of Horses
R. Reulke, D. Rueß, N. Deckers, D. Barnewitz, A. Wieckert and K. Kienapfel
15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2018
10.1109/avss.2018.8639330 -
Sensor Fusion-Based Learning for the Improvement of Person Segmentation by Means of a Low-Resolution Thermal Infrared Array Sensor
N. Deckers, M. Yildirim and R. Reulke
2017 International Conference on Computer Graphics and Digital Image Processing (CGDIP)
10.1145/3110224.3110237 -
Leave a Trace - A People Tracking System Meets Anomaly Detection
D. Rueß, K. Amplianitis, N. Deckers, M. Adduci, K. Manthey and R. Reulke
The International journal of Multimedia & Its Applications, 2017
10.5121/ijma.2017.9301
Participation in Research Projects
- ScaDS.AI, Leipzig University: Web Mining and Crowdsourcing for Scalable Training Data Acquisition
- MelaScreen, Humboldt-Universität zu Berlin: Melanoma detection using hyperspectral cameras
- Paindetect, Humboldt-Universität zu Berlin: Pain estimation of horses using RGB cameras
- NeoMon, Humboldt-Universität zu Berlin: Facial recognition in neonatology for pain estimation
Teaching
- Winter 2023: Foundations of Machine Learning (Prof. Potthast, Leipzig University): Course website
- Winter 2022: Foundations of Machine Learning (Prof. Potthast, Leipzig University): Course website
- Summer 2022: Big Data and Language Technologies Seminar (Prof. Potthast, Leipzig University): Course website
- Summer 2019: Stereo Image Processing (Prof. Reulke, Humboldt-Universität zu Berlin): Course catalog, Moodle
- Summer 2018: Stereo Image Processing (Prof. Reulke, Humboldt-Universität zu Berlin): Course catalog, Moodle
- Summer 2017: Stereo Image Processing (Prof. Reulke, Humboldt-Universität zu Berlin): Course catalog, Moodle
Workshops & Summer Schools
- Session Chair at the 8th International ScaDS.AI Summer School 2022, Leipzig, Germany
- Quarterly meetings on Stylometry and Paraphrasing, German Academic Scholarship Foundation, 2017-2019, Cologne, Weimar, Heidelberg, Samos, Springe
- BMS Summer School 2019 on Mathematics of Deep Learning, 19-30 August 2019, Zuse Institute Berlin
Challenges & Hackathons
- Google BIG-bench: Creating a benchmark task on Authorship Verification for the evaluation of large language models
- BVG Urban Mobility Hackathon 2018: Location-centered appointment organization app
- 3rd BMVI DATA-RUN 2018: Emission-related presentation of commuter currents
- Daimler Hack.Berlin 2017: Dynamic parking lot allocation in urban environments
Previous Affiliations
- Student associate at the Chair of Computer Vision, Humboldt-Universität zu Berlin, Germany