| Segment-Fusion: Hierarchical Context Fusion for Robust 3D Semantic Segmentation | Jan 1, 2022 | 3D Semantic SegmentationAutonomous Driving | —Unverified | 0 |
| Yeast cell segmentation in microstructured environments with deep learning | Jan 1, 2022 | Cell SegmentationDeep Learning | CodeCode Available | 0 |
| Weakly Supervised Change Detection Using Guided Anisotropic Difusion | Dec 31, 2021 | Change DetectionSemantic Segmentation | —Unverified | 0 |
| Digital Rock Typing DRT Algorithm Formulation with Optimal Supervised Semantic Segmentation | Dec 30, 2021 | Semantic Segmentation | —Unverified | 0 |
| Leveraging in-domain supervision for unsupervised image-to-image translation tasks via multi-stream generators | Dec 30, 2021 | Image-to-Image TranslationSegmentation | —Unverified | 0 |
| MSG-SR-Net: A Weakly Supervised Network Integrating Multi-Scale Generation and Super-Pixel Refinement for Building Extraction from High-Resolution Remotely Sensed Imageries | Dec 29, 2021 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 0 |
| A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model | Dec 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Embodied Learning for Lifelong Visual Perception | Dec 28, 2021 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference | Dec 28, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| SECP-Net: SE-Connection Pyramid Network of Organ At Risk Segmentation for Nasopharyngeal Carcinoma | Dec 28, 2021 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| Siamese Network with Interactive Transformer for Video Object Segmentation | Dec 28, 2021 | DecoderObject | CodeCode Available | 0 |
| Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention | Dec 28, 2021 | Instance Segmentationobject-detection | CodeCode Available | 0 |
| DAM-AL: Dilated Attention Mechanism with Attention Loss for 3D Infant Brain Image Segmentation | Dec 27, 2021 | Brain Image SegmentationImage Segmentation | CodeCode Available | 0 |
| Augmenting Convolutional networks with attention-based aggregation | Dec 27, 2021 | ClassificationImage Classification | CodeCode Available | 1 |
| MSeg: A Composite Dataset for Multi-domain Semantic Segmentation | Dec 27, 2021 | Computational EfficiencyInstance Segmentation | CodeCode Available | 1 |
| Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation | Dec 27, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Meta-Learned Feature Critics for Domain Generalized Semantic Segmentation | Dec 27, 2021 | DisentanglementDomain Adaptation | —Unverified | 0 |
| Grounding Linguistic Commands to Navigable Regions | Dec 24, 2021 | Autonomous VehiclesImage Segmentation | CodeCode Available | 0 |
| Deep ensembles in bioimage segmentation | Dec 24, 2021 | DecoderSegmentation | —Unverified | 0 |
| Multi-Scale Feature Fusion: Learning Better Semantic Segmentation for Road Pothole Detection | Dec 24, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Realtime Global Attention Network for Semantic Segmentation | Dec 24, 2021 | 2D Semantic SegmentationSegmentation | CodeCode Available | 0 |
| On the relationship between calibrated predictors and unbiased volume estimation | Dec 23, 2021 | Active LearningImage Segmentation | CodeCode Available | 0 |
| SeMask: Semantically Masked Transformers for Semantic Segmentation | Dec 23, 2021 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| Omni-Seg: A Single Dynamic Network for Multi-label Renal Pathology Image Segmentation using Partially Labeled Data | Dec 23, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| PandaSet: Advanced Sensor Suite Dataset for Autonomous Driving | Dec 23, 2021 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
