Ribana Roscher

1. A Survey of Uncertainty in Deep Neural Networks
   2021/07/07 by Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Gawlikowski, Jakob +25 · 113 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Statistical Inference, Learning and Models in Big Data
   2015/09/09 by Beate Franke, Jean‐François Plante, Jean-François Plante +13 · 1 voice · 2 citations
   Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Data Analysis with R #Statistical Methods and Inference
3. Maneuver-based Trajectory Prediction for Self-driving Cars Using Spatio-temporal Convolutional Networks
   2021/09/15 by Benedikt Mersch, Thomas Höllen, Mersch, Benedikt +7 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Robotics (cs.RO) #Video Surveillance and Tracking Methods
4. Data-Centric Digital Agriculture: A Perspective
   2023/12/06 by Ribana Roscher, Lukas Roth, Roscher, Ribana +5 · 2 citations
   Agricultural and Biological Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Greenhouse Technology and Climate Control #Plant Disease Management Techniques #Smart Agriculture and AI
5. Exploring Self-Attention for Crop-type Classification Explainability
   2022/10/24 by Ivica Obadić, Obadic, Ivica, Ribana Roscher +5 · 1 citation
   Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Species Distribution and Climate Change
6. Enhancing decision support in crop production: Analyzing conformal prediction for uncertainty quantification
   2025/06/06 by Mohamed Farag, Ahmed Emam, Johannes Leonhardt +1 · 1 voice · 1 citation
   Agricultural and Biological Sciences · Computer Science · #Evolutionary Algorithms and Applications #Smart Agriculture and AI
7. ST-LoRA: Single Trajectory LoRA Ensemble for Uncertainty Aware Agricultural Segmentation
   2026/08/02 by Mohamed Farag, Genc Hoxha, Yahia Maleki +2
   Computer Science · #cs.CV
8. Forecasting the Number of Harvest-ready Fruits of Sweet Peppers Using Multimodal Time-Series Data
   2026/07/22 by Enrico Pallotta, Mohamed Farag, Esra Guclu +3
   Computer Science · #cs.CV