| State-Aware Tracker for Real-Time Video Object Segmentation | Mar 1, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Learning Fast and Robust Target Models for Video Object Segmentation | Feb 27, 2020 | One-shot visual object segmentationSegmentation | CodeCode Available | 1 |
| Towards Interpretable Semantic Segmentation via Gradient-weighted Class Activation Mapping | Feb 26, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Efficient Semantic Video Segmentation with Per-frame Inference | Feb 26, 2020 | Knowledge DistillationOptical Flow Estimation | CodeCode Available | 1 |
| Towards Better Surgical Instrument Segmentation in Endoscopic Vision: Multi-Angle Feature Aggregation and Contour Supervision | Feb 25, 2020 | Segmentation | CodeCode Available | 1 |
| 3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic Segmentation | Feb 25, 2020 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| AlignSeg: Feature-Aligned Segmentation Networks | Feb 24, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Real-time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-driving Images | Feb 24, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion | Feb 22, 2020 | Brain Tumor SegmentationDisentanglement | CodeCode Available | 1 |
| Development of accurate human head models for personalized electromagnetic dosimetry using deep learning | Feb 21, 2020 | Segmentation | CodeCode Available | 1 |
| Cross-stained Segmentation from Renal Biopsy Images Using Multi-level Adversarial Learning | Feb 20, 2020 | Segmentation | CodeCode Available | 1 |
| Dataset of Segmented Nuclei in Hematoxylin and Eosin Stained Histopathology Images of 10 Cancer Types | Feb 18, 2020 | Segmentation | CodeCode Available | 1 |
| Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation | Feb 17, 2020 | GPUOne-shot visual object segmentation | CodeCode Available | 1 |
| Superpixel Segmentation via Convolutional Neural Networks with Regularized Information Maximization | Feb 17, 2020 | SegmentationSuperpixels | CodeCode Available | 1 |
| Key Points Estimation and Point Instance Segmentation Approach for Lane Detection | Feb 16, 2020 | Autonomous DrivingClustering | CodeCode Available | 1 |
| Reinforced active learning for image segmentation | Feb 16, 2020 | Active LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen Categories | Feb 16, 2020 | ClusteringSegmentation | CodeCode Available | 1 |
| Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images | Feb 13, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation | Feb 13, 2020 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| SpotNet: Self-Attention Multi-Task Network for Object Detection | Feb 13, 2020 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| Segmenting Unseen Industrial Components in a Heavy Clutter Using RGB-D Fusion and Synthetic Data | Feb 10, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Knowledge Distillation for Brain Tumor Segmentation | Feb 10, 2020 | Brain Tumor SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation | Feb 6, 2020 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Modeling the Background for Incremental Learning in Semantic Segmentation | Feb 3, 2020 | Continual LearningDisjoint 10-1 | CodeCode Available | 1 |
| Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem | Jan 31, 2020 | AnatomyDiversity | CodeCode Available | 1 |
