| Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation | May 15, 2025 | Data AugmentationImage Segmentation | CodeCode Available | 0 | 5 |
| Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net) for 3D Medical Image Segmentation and Visualization | Jun 24, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| MuGNet: Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation | Nov 16, 2020 | GPUGraph Neural Network | CodeCode Available | 0 | 5 |
| Multi-encoder parse-decoder network for sequential medical image segmentation | Sep 19, 2021 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| DARCNN: Domain Adaptive Region-based Convolutional Neural Network forUnsupervised Instance Segmentation in Biomedical Images | Apr 3, 2021 | Instance SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images | Apr 3, 2021 | Domain AdaptationInstance Segmentation | CodeCode Available | 0 | 5 |
| 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 | 5 |
| MSN: Efficient Online Mask Selection Network for Video Instance Segmentation | Jun 19, 2021 | Instance SegmentationSegmentation | CodeCode Available | 0 | 5 |
| DAN-NucNet: A dual attention based framework for nuclei segmentation in cancer histology images under wild clinical conditions | Mar 1, 2023 | Instance SegmentationNuclei Classification | CodeCode Available | 0 | 5 |
| MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction | Jan 1, 2023 | AttributeSemantic Segmentation | CodeCode Available | 0 | 5 |
| MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image Segmentation | Apr 7, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 0 | 5 |
| A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic Segmentation | Feb 27, 2023 | Few-Shot Semantic SegmentationLanguage Modelling | CodeCode Available | 0 | 5 |
| DAM-AL: Dilated Attention Mechanism with Attention Loss for 3D Infant Brain Image Segmentation | Dec 27, 2021 | Brain Image SegmentationImage Segmentation | CodeCode Available | 0 | 5 |
| A Cross-Season Correspondence Dataset for Robust Semantic Segmentation | Mar 16, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Automatically Adaptive Conformal Risk Control | Jun 25, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| MRF-UNets: Searching UNet with Markov Random Fields | Jul 13, 2022 | Neural Architecture SearchSemantic Segmentation | CodeCode Available | 0 | 5 |
| Ground-truth or DAER: Selective Re-query of Secondary Information | Sep 16, 2020 | Object TrackingScene Classification | CodeCode Available | 0 | 5 |
| MovSAM: A Single-image Moving Object Segmentation Framework Based on Deep Thinking | Apr 9, 2025 | Autonomous DrivingLanguage Modeling | CodeCode Available | 0 | 5 |
| Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach | Aug 26, 2018 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| DADA: Depth-aware Domain Adaptation in Semantic Segmentation | Apr 3, 2019 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 0 | 5 |
| DACov: A Deeper Analysis of Data Augmentation on the Computed Tomography Segmentation Problem | Mar 10, 2023 | Computed Tomography (CT)Data Augmentation | CodeCode Available | 0 | 5 |
| DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation | Jul 26, 2019 | Real-Time Semantic SegmentationSegmentation | CodeCode Available | 0 | 5 |
| A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images | Nov 27, 2022 | Contrastive LearningImage Restoration | CodeCode Available | 0 | 5 |
| Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble Model | Dec 3, 2018 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| D3S -- A Discriminative Single Shot Segmentation Tracker | Nov 20, 2019 | ObjectObject Tracking | CodeCode Available | 0 | 5 |
