publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2022

  1. Pose-Based Contrastive Learning for Domain Agnostic Activity Representations
    Schneider, David, Sarfraz, Saquib, Roitberg, Alina, and Stiefelhagen, Rainer
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops Jun 2022
  2. Erfassung und Interpretation menschlicher Handlungen für die Programmierung von Robotern in der Produktion
    Dreher, Christian R. G., Zaremski, Manuel, Leven, Fabian,  Schneider, David, Roitberg, Alina, Stiefelhagen, Rainer, Heizmann, Michael, Deml, Barbara, and Asfour, Tamim
    at - Automatisierungstechnik Jun 2022
  3. Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates
    Roitberg, Alina, Peng, Kunyu,  Schneider, David, Yang, Kailun, Koulakis, Marios, Martinez, Manuel, and Stiefelhagen, Rainer
    Under review - arXiv preprint arXiv:2204.04674 Jun 2022
  4. A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding
    Roitberg, Alina, Peng, Kunyu, Marinov, Zdravko, Seibold, Constantin,  Schneider, David, and Stiefelhagen, Rainer
    In Intelligent Vehicles Symposium 2022, IEEE Jun 2022

2021

  1. Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning
    Peng, Kunyu, Roitberg, Alina,  Schneider, David, Koulakis, Marios, Yang, Kailun, and Stiefelhagen, Rainer
    In 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021) Jun 2021
  2. Let’s Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games
    Roitberg, Alina*,  Schneider, David*, Djamal, Aulia, Seibold, Constantin, Reiß, Simon, and Stiefelhagen, Rainer
    In 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Jun 2021

2019

  1. An Interactive Indoor Drone Assistant
    Fuhrman, T.,  Schneider, D., Altenberg, F., Nguyen, T., Blasen, S., Constantin, S., and Waibe, A.
    In 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Jun 2019