Six articles (co-)authored by members of the group have been accepted for publication.

Topics include:

• action recognition of vulnerable road users based on their pose (Pose Based Action Recognition of Vulnerable Road Users Using Recurrent Neural Networks @ SSCI 2020),
• recognition of cyclist based on image sequences (Image Sequence Based Cyclist Action Recognition Using Multi-Stream 3D Convolution @ ICPR 2020),
• Multi-Task Regression using Emerging Relation Networks and Task Embeddings (Emerging Relation Network and Task Embedding for Multi-Task Regression Problems @ ICPR 2020),
• Separation of Aleatoric and Epistemic Uncertainty in Deterministic Deep Neural Networks (Separation of Aleatoric and Epistemic Uncertainty in Deterministic Deep Neural Networks @ ICPR 2020),
• robust training with Iterative Label Improvement (Iterative Label Improvement: Robust Training by Confidence Based Filtering and Dataset Partitioning @ ICPR 2020) and
• Probabilistic Active Learning with multiple annotators(Multi-annotator Probabilistic Active Learning @ ICPR 2020)