| Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks | Nov 14, 2021 | Action ClassificationObject | CodeCode Available | 1 | 5 |
| Co-Segmentation Inspired Attention Networks for Video-Based Person Re-Identification | Oct 1, 2019 | Person Re-IdentificationSegmentation | CodeCode Available | 1 | 5 |
| ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation | Jun 5, 2022 | Cardiac SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Cross-Domain Few-Shot Semantic Segmentation | Mar 24, 2022 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation | Jul 20, 2022 | 3D Unsupervised Domain AdaptationAutonomous Driving | CodeCode Available | 1 | 5 |
| Boundary-Aware Network for Kidney Parsing | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| COSNet: A Novel Semantic Segmentation Network using Enhanced Boundaries in Cluttered Scenes | Oct 31, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous Flight | Mar 19, 2025 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data | Oct 24, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| A Two-Stage Cascade Model with Variational Autoencoders and Attention Gates for MRI Brain Tumor Segmentation | Nov 4, 2020 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 | 5 |
| Cost Aggregation Is All You Need for Few-Shot Segmentation | Dec 22, 2021 | AllDecoder | CodeCode Available | 1 | 5 |
| A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection | Nov 6, 2023 | Anomaly DetectionGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation | Feb 8, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Histo-Miner: Deep Learning based Tissue Features Extraction Pipeline from H&E Whole Slide Images of Cutaneous Squamous Cell Carcinoma | May 7, 2025 | Segmentationwhole slide images | CodeCode Available | 1 | 5 |
| Boundary-Aware Network for Abdominal Multi-Organ Segmentation | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels | Oct 23, 2021 | Decoderimage-classification | CodeCode Available | 1 | 5 |
| MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder | Oct 30, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation | Mar 4, 2021 | Image SegmentationInductive Bias | CodeCode Available | 1 | 5 |
| Audio-Visual Instance Segmentation | Oct 28, 2023 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images | Sep 1, 2022 | Boundary DetectionDecoder | CodeCode Available | 1 | 5 |
| MIRAGE: Multimodal foundation model and benchmark for comprehensive retinal OCT image analysis | Jun 10, 2025 | Segmentation | CodeCode Available | 1 | 5 |
| Disentangling Human Error from Ground Truth in Segmentation of Medical Images | Dec 1, 2020 | Medical Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CrOC: Cross-View Online Clustering for Dense Visual Representation Learning | Mar 23, 2023 | ClusteringOnline Clustering | CodeCode Available | 1 | 5 |
| SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation | Mar 14, 2023 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| ESS: Learning Event-based Semantic Segmentation from Still Images | Mar 18, 2022 | Domain AdaptationEvent-based Object Segmentation | CodeCode Available | 1 | 5 |
| MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization | Mar 22, 2023 | AnatomyDisentanglement | 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 |
| Segmenting Known Objects and Unseen Unknowns without Prior Knowledge | Sep 12, 2022 | Instance SegmentationObject Detection | CodeCode Available | 1 | 5 |
| How Do Images Align and Complement LiDAR? Towards a Harmonized Multi-modal 3D Panoptic Segmentation | May 25, 2025 | 3D Panoptic SegmentationData Augmentation | CodeCode Available | 1 | 5 |
| HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images | Jun 22, 2020 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation | Dec 7, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study | Jan 25, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation | Feb 7, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 | 5 |
| D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| 4D Panoptic LiDAR Segmentation | Feb 24, 2021 | 4D Panoptic SegmentationBenchmarking | CodeCode Available | 1 | 5 |
| How to Benchmark Vision Foundation Models for Semantic Segmentation? | Apr 18, 2024 | BenchmarkingDecoder | CodeCode Available | 1 | 5 |
| How to Reduce Change Detection to Semantic Segmentation | Jun 15, 2022 | Change DetectionScene Change Detection | CodeCode Available | 1 | 5 |
| HRCenterNet: An Anchorless Approach to Chinese Character Segmentation in Historical Documents | Dec 10, 2020 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| CPP-Net: Context-aware Polygon Proposal Network for Nucleus Segmentation | Feb 13, 2021 | Segmentation | CodeCode Available | 1 | 5 |
| Augmenting Part-of-speech Tagging with Syntactic Information for Vietnamese and Chinese | Feb 24, 2021 | Part-Of-Speech TaggingSegmentation | CodeCode Available | 1 | 5 |
| A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial | Jun 1, 2020 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 | 5 |
| HRHD-HK: A benchmark dataset of high-rise and high-density urban scenes for 3D semantic segmentation of photogrammetric point clouds | Jul 16, 2023 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| HRSAM: Efficient Interactive Segmentation in High-Resolution Images | Jul 2, 2024 | Data AugmentationGPU | CodeCode Available | 1 | 5 |
| Real-time High-Resolution Neural Network with Semantic Guidance for Crack Segmentation | Jul 1, 2023 | Crack SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CrackNex: a Few-shot Low-light Crack Segmentation Model Based on Retinex Theory for UAV Inspections | Mar 5, 2024 | Crack SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CrackSegDiff: Diffusion Probability Model-based Multi-modal Crack Segmentation | Oct 10, 2024 | Crack SegmentationDenoising | CodeCode Available | 1 | 5 |
| Crack Segmentation for Low-Resolution Images using Joint Learning with Super-Resolution | Jul 25, 2021 | Crack SegmentationSegmentation | CodeCode Available | 1 | 5 |
| HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network | Oct 15, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation | Nov 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Boundary-assisted Region Proposal Networks for Nucleus Segmentation | Jun 4, 2020 | Boundary DetectionInstance Segmentation | CodeCode Available | 1 | 5 |
