Simon Reis

Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation

Simon Reis, Constantin Seibold, Alexander Freytag et al. · 2021 · 83 citations

Retinal Fluid Segmentation, Convolutional Neural Network, Medical Image Segmentation +21

Capturing Omni-Range Context for Omnidirectional Segmentation

Kailun Yang, Jiaming Zhang, Simon Reis et al. · 2021 · 76 citations

Convolutional Neural Network, Scene Analysis, Engineering +17

CNN-based Driver Activity Understanding: Shedding Light on Deep Spatiotemporal Representations

Alina Roitberg, Monica Haurilet, Simon Reis et al. · 2020 · 14 citations

Geometric Learning, Convolutional Neural Network, Engineering +20

Activity-aware Attributes for Zero-Shot Driver Behavior Recognition

Simon Reis, Alina Roitberg, Monica Haurilet et al. · 2020 · 12 citations

Few-shot Learning, Vehicle Cabin, Machine Learning +18