| Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation | Feb 8, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological images | Dec 7, 2021 | CPUSegmentation | CodeCode Available | 1 | 5 |
| MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning Segmentation | Mar 18, 2025 | ObjectReasoning Segmentation | CodeCode Available | 1 | 5 |
| CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate Segmentation | Jun 20, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| CRIS: CLIP-Driven Referring Image Segmentation | Nov 30, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 | 5 |
| Hybrid Task Cascade for Instance Segmentation | Jan 22, 2019 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| DeepMAO: Deep Multi-scale Aware Overcomplete Network for Building Segmentation in Satellite Imagery | Aug 14, 2023 | SegmentationThe Semantic Segmentation Of Remote Sensing Imagery | CodeCode Available | 1 | 5 |
| Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation | Feb 7, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 | 5 |
| HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation | Dec 21, 2020 | DecoderDichotomous Image Segmentation | CodeCode Available | 1 | 5 |
| MMFlood: A Multimodal Dataset for Flood Delineation From Satellite Imagery | Sep 2, 2022 | Claim VerificationSegmentation | CodeCode Available | 1 | 5 |
| CrOC: Cross-View Online Clustering for Dense Visual Representation Learning | Mar 23, 2023 | ClusteringOnline Clustering | CodeCode Available | 1 | 5 |
| SpatialFlow: Bridging All Tasks for Panoptic Segmentation | Oct 19, 2019 | AllInstance Segmentation | CodeCode Available | 1 | 5 |
| IBoxCLA: Towards Robust Box-supervised Segmentation of Polyp via Improved Box-dice and Contrastive Latent-anchors | Oct 11, 2023 | Segmentation | CodeCode Available | 1 | 5 |
| Spatial Information Guided Convolution for Real-Time RGBD Semantic Segmentation | Apr 9, 2020 | RGBD Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case | Feb 24, 2021 | DenoisingFew-Shot Learning | CodeCode Available | 1 | 5 |
| IFSeg: Image-free Semantic Segmentation via Vision-Language Model | Mar 25, 2023 | Image SegmentationLanguage Modeling | CodeCode Available | 1 | 5 |
| Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images | Mar 23, 2020 | Lesion SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CAVE: Cerebral Artery-Vein Segmentation in Digital Subtraction Angiography | Aug 3, 2022 | Decision MakingSegmentation | CodeCode Available | 1 | 5 |
| 4D Panoptic LiDAR Segmentation | Feb 24, 2021 | 4D Panoptic SegmentationBenchmarking | CodeCode Available | 1 | 5 |
| Boundary-assisted Region Proposal Networks for Nucleus Segmentation | Jun 4, 2020 | Boundary DetectionInstance Segmentation | CodeCode Available | 1 | 5 |
| Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation | Dec 19, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| SpineFM: Leveraging Foundation Models for Automatic Spine X-ray Segmentation | Nov 1, 2024 | Segmentation | CodeCode Available | 1 | 5 |
| mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation | Jun 6, 2022 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 | 5 |
| Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation | Jul 21, 2021 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 | 5 |
| MonoBox: Tightness-free Box-supervised Polyp Segmentation using Monotonicity Constraint | Apr 1, 2024 | Multiple Instance LearningSegmentation | CodeCode Available | 1 | 5 |
