| Improving Image Restoration by Revisiting Global Information Aggregation | Dec 8, 2021 | Color Image DenoisingDeblurring | CodeCode Available | 2 |
| VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation | Dec 8, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Shortest Paths in Graphs with Matrix-Valued Edges: Concepts, Algorithm and Application to 3D Multi-Shape Analysis | Dec 8, 2021 | Image SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Pareto Domain Adaptation | Dec 8, 2021 | Domain Adaptationimage-classification | CodeCode Available | 0 |
| Geometry-Aware Fruit Grasping Estimation for Robotic Harvesting in Orchards | Dec 8, 2021 | Instance SegmentationSemantic Segmentation | —Unverified | 0 |
| BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models | Dec 7, 2021 | Image SegmentationSelf-Supervised Learning | CodeCode Available | 1 |
| Scalable 3D Semantic Segmentation for Gun Detection in CT Scans | Dec 7, 2021 | 3D Semantic SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Deep Level Set for Box-supervised Instance Segmentation in Aerial Images | Dec 7, 2021 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 0 |
| Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological images | Dec 7, 2021 | CPUSegmentation | CodeCode Available | 1 |
| Dilated convolution with learnable spacings | Dec 7, 2021 | Image ClassificationObject Detection | CodeCode Available | 1 |
| A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images | Dec 7, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Automatic quality control framework for more reliable integration of machine learning-based image segmentation into medical workflows | Dec 6, 2021 | Brain Image SegmentationDiagnostic | —Unverified | 0 |
| Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey | Dec 6, 2021 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Semantic Segmentation In-the-Wild Without Seeing Any Segmentation Examples | Dec 6, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| Reliable Propagation-Correction Modulation for Video Object Segmentation | Dec 6, 2021 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Joint Learning of Localized Representations from Medical Images and Reports | Dec 6, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| 4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding | Dec 6, 2021 | 3D Instance Segmentation3D Semantic Segmentation | —Unverified | 0 |
| Diffusion Models for Implicit Image Segmentation Ensembles | Dec 6, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| GETAM: Gradient-weighted Element-wise Transformer Attention Map for Weakly-supervised Semantic segmentation | Dec 6, 2021 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| Label-Efficient Semantic Segmentation with Diffusion Models | Dec 6, 2021 | DenoisingSegmentation | CodeCode Available | 1 |
| Neighborhood Spatial Aggregation MC Dropout for Efficient Uncertainty-aware Semantic Segmentation in Point Clouds | Dec 5, 2021 | Model OptimizationSemantic Segmentation | —Unverified | 0 |
| DIY Graphics Tab: A Cost-Effective Alternative to Graphics Tablet for Educators | Dec 5, 2021 | Instance SegmentationSemantic Segmentation | —Unverified | 0 |
| Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation | Dec 5, 2021 | Brain Tumor SegmentationImage Segmentation | —Unverified | 0 |
| Neural Photometry-guided Visual Attribute Transfer | Dec 5, 2021 | AttributeData Augmentation | —Unverified | 0 |
| Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction | Dec 4, 2021 | Semantic Segmentation | CodeCode Available | 1 |
