| Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Apr 28, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank | Apr 27, 2021 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Rethinking BiSeNet For Real-time Semantic Segmentation | Apr 27, 2021 | DecoderDichotomous Image Segmentation | CodeCode Available | 1 |
| Evidential segmentation of 3D PET/CT images | Apr 27, 2021 | Medical Image AnalysisSegmentation | CodeCode Available | 1 |
| Learning to Address Intra-segment Misclassification in Retinal Imaging | Apr 25, 2021 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 1 |
| MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning | Apr 25, 2021 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy | Apr 22, 2021 | Colorectal Polyps CharacterizationInstrument Recognition | CodeCode Available | 1 |
| DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation | Apr 22, 2021 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Pri3D: Can 3D Priors Help 2D Representation Learning? | Apr 22, 2021 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| A Closer Look at Self-training for Zero-Label Semantic Segmentation | Apr 21, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps | Apr 21, 2021 | Interactive SegmentationInteractive Video Object Segmentation | CodeCode Available | 1 |
| Camouflaged Object Segmentation with Distraction Mining | Apr 21, 2021 | Camouflaged Object SegmentationDichotomous Image Segmentation | CodeCode Available | 1 |
| Flow-based Video Segmentation for Human Head and Shoulders | Apr 20, 2021 | DecoderImage Matting | CodeCode Available | 1 |
| CTNet: Context-based Tandem Network for Semantic Segmentation | Apr 20, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep Learning | CodeCode Available | 1 |
| Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks | Apr 17, 2021 | ClusteringImage Segmentation | CodeCode Available | 1 |
| SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network | Apr 16, 2021 | Point Cloud SegmentationScene Understanding | CodeCode Available | 1 |
| Advanced Deep Networks for 3D Mitochondria Instance Segmentation | Apr 16, 2021 | 3D Instance SegmentationDenoising | CodeCode Available | 1 |
| A De-raining semantic segmentation network for real-time foreground segmentation | Apr 16, 2021 | DecoderForeground Segmentation | CodeCode Available | 1 |
| A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation | Apr 15, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 |
| Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration | Apr 14, 2021 | AnatomyDiagnostic | CodeCode Available | 1 |
| Zero-Shot Instance Segmentation | Apr 14, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| All you need are a few pixels: semantic segmentation with PixelPick | Apr 13, 2021 | Active LearningAll | CodeCode Available | 1 |
| DropLoss for Long-Tail Instance Segmentation | Apr 13, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Pointly-Supervised Instance Segmentation | Apr 13, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
