| Online Model Distillation for Efficient Video Inference | Dec 6, 2018 | modelSegmentation | CodeCode Available | 1 |
| ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation | Nov 30, 2018 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| One-Shot Instance Segmentation | Nov 28, 2018 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection | Nov 21, 2018 | Medical Image AnalysisMedical Object Detection | CodeCode Available | 1 |
| Tukey-Inspired Video Object Segmentation | Nov 19, 2018 | ObjectSegmentation | CodeCode Available | 1 |
| Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells | Oct 25, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation | Sep 27, 2018 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning | Sep 12, 2018 | SegmentationUncertainty Visualization | CodeCode Available | 1 |
| YouTube-VOS: Sequence-to-Sequence Video Object Segmentation | Sep 3, 2018 | Image SegmentationObject | CodeCode Available | 1 |
| Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks | Aug 23, 2018 | image-classificationImage Classification | CodeCode Available | 1 |
