Janjoš, Faris

1. Conditional Unscented Autoencoders for Trajectory Prediction
   2023/10/30 by Faris Janjoš, Marcel Hallgarten, Janjoš, Faris +9 · 3 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
2. Bridging the Gap Between Multi-Step and One-Shot Trajectory Prediction via Self-Supervision
   2023/06/06 by Faris Janjoš, Max Keller, Janjoš, Faris +5 · 2 citations
   Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #I.1.2 #Robotics (cs.RO) #Traffic Prediction and Management Techniques #Vehicle emissions and performance
3. Stochasticity in Motion: An Information-Theoretic Approach to Trajectory Prediction
   2024/10/02 by Distelzweig, Aron, Look, Andreas, Kosman, Eitan +3 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)