| RFNet: Region-Aware Fusion Network for Incomplete Multi-Modal Brain Tumor Segmentation | Jan 1, 2021 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 |
| Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation | Jan 1, 2021 | Semantic SegmentationUnsupervised Video Object Segmentation | CodeCode Available | 1 |
| CDNet: Centripetal Direction Network for Nuclear Instance Segmentation | Jan 1, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Region-Aware Contrastive Learning for Semantic Segmentation | Jan 1, 2021 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| Road Anomaly Detection by Partial Image Reconstruction With Segmentation Coupling | Jan 1, 2021 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation | Dec 30, 2020 | Colorectal Polyps CharacterizationDecision Making | CodeCode Available | 1 |
| Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer | Dec 29, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation | Dec 27, 2020 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Inception Convolution with Efficient Dilation Search | Dec 25, 2020 | Human DetectionInstance Segmentation | CodeCode Available | 1 |
| SWA Object Detection | Dec 23, 2020 | Instance SegmentationObject | CodeCode Available | 1 |
| Semantic Segmentation on Swiss3DCities: A Benchmark Study on Aerial Photogrammetric 3D Pointcloud Dataset | Dec 23, 2020 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Pit30M: A Benchmark for Global Localization in the Age of Self-Driving Cars | Dec 23, 2020 | LIDAR Semantic SegmentationRetrieval | CodeCode Available | 1 |
| FcaNet: Frequency Channel Attention Networks | Dec 22, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation | Dec 21, 2020 | DecoderDichotomous Image Segmentation | CodeCode Available | 1 |
| Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation | Dec 21, 2020 | One-shot visual object segmentationSegmentation | CodeCode Available | 1 |
| Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation | Dec 19, 2020 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| SCNet: Training Inference Sample Consistency for Instance Segmentation | Dec 18, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling | Dec 17, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Point Transformer | Dec 16, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Towards Recognizing New Semantic Concepts in New Visual Domains | Dec 16, 2020 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts | Dec 16, 2020 | 3D Semantic SegmentationInstance Segmentation | CodeCode Available | 1 |
| Teach me to segment with mixed supervision: Confident students become masters | Dec 15, 2020 | Semantic Segmentation | CodeCode Available | 1 |
| Fine-Grained Vehicle Perception via 3D Part-Guided Visual Data Augmentation | Dec 15, 2020 | Autonomous DrivingData Augmentation | CodeCode Available | 1 |
| FINED: Fast Inference Network for Edge Detection | Dec 15, 2020 | Deep LearningEdge Detection | CodeCode Available | 1 |
| OCTA-500: A Retinal Dataset for Optical Coherence Tomography Angiography Study | Dec 14, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
