| OpenGF: An Ultra-Large-Scale Ground Filtering Dataset Built Upon Open ALS Point Clouds Around the World | Jan 24, 2021 | 3D Semantic SegmentationDeep Learning | CodeCode Available | 1 |
| Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation | Jan 22, 2021 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Segmenting Transparent Object in the Wild with Transformer | Jan 21, 2021 | DecoderObject | CodeCode Available | 1 |
| SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation | Jan 21, 2021 | Inductive BiasMotion Segmentation | CodeCode Available | 1 |
| Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic Segmentation | Jan 19, 2021 | RelationSegmentation | CodeCode Available | 1 |
| Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation | Jan 18, 2021 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS | Jan 18, 2021 | DecoderGPU | CodeCode Available | 1 |
| Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes | Jan 15, 2021 | All-day Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| U-Noise: Learnable Noise Masks for Interpretable Image Segmentation | Jan 14, 2021 | Decision MakingImage Segmentation | CodeCode Available | 1 |
| Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels | Jan 13, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Superpixel-based Refinement for Object Proposal Generation | Jan 12, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Semantic Segmentation of Remote Sensing Images with Sparse Annotations | Jan 10, 2021 | Semantic Segmentation | CodeCode Available | 1 |
| Self-Supervised Pretraining of 3D Features on any Point-Cloud | Jan 7, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Style Normalization and Restitution for Domain Generalization and Adaptation | Jan 3, 2021 | DisentanglementDomain Adaptation | CodeCode Available | 1 |
| CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images | Jan 2, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| RFNet: Region-Aware Fusion Network for Incomplete Multi-Modal Brain Tumor Segmentation | Jan 1, 2021 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 |
| Region-Aware Contrastive Learning for Semantic Segmentation | Jan 1, 2021 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation | Jan 1, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? | Jan 1, 2021 | AllImage Segmentation | CodeCode Available | 1 |
| AggMask: Exploring locally aggregated learning of mask representations for instance segmentation | Jan 1, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Continuous Copy-Paste for One-Stage Multi-Object Tracking and Segmentation | Jan 1, 2021 | Data AugmentationInstance Segmentation | CodeCode Available | 1 |
| Image Synthesis From Layout With Locality-Aware Mask Adaption | Jan 1, 2021 | Image GenerationObject | 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 |
| PrimitiveNet: Primitive Instance Segmentation With Local Primitive Embedding Under Adversarial Metric | Jan 1, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| RangeDet: In Defense of Range View for LiDAR-Based 3D Object Detection | Jan 1, 2021 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
