| BoxSnake: Polygonal Instance Segmentation with Box Supervision | Mar 21, 2023 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Development of accurate human head models for personalized electromagnetic dosimetry using deep learning | Feb 21, 2020 | Segmentation | CodeCode Available | 1 |
| BoxShrink: From Bounding Boxes to Segmentation Masks | Aug 5, 2022 | Segmentation | CodeCode Available | 1 |
| Mask-conditioned latent diffusion for generating gastrointestinal polyp images | Apr 11, 2023 | Image GenerationImage Segmentation | CodeCode Available | 1 |
| BoxPolyp:Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations | Dec 7, 2022 | Segmentation | CodeCode Available | 1 |
| Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation | Mar 9, 2024 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Mask Grounding for Referring Image Segmentation | Dec 19, 2023 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 |
| Mask Matching Transformer for Few-Shot Segmentation | Dec 5, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation | Nov 28, 2023 | DecoderDiversity | CodeCode Available | 1 |
| Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients | Jul 29, 2020 | Lesion SegmentationOverall - Test | CodeCode Available | 1 |
| Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation | Jun 8, 2023 | DisentanglementDomain Adaptation | CodeCode Available | 1 |
| MAS-SAM: Segment Any Marine Animal with Aggregated Features | Apr 24, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| ASPS: Augmented Segment Anything Model for Polyp Segmentation | Jun 30, 2024 | Domain Generalizationmodel | CodeCode Available | 1 |
| Correlation-Aware Mutual Learning for Semi-supervised Medical Image Segmentation | Jul 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation | Mar 25, 2025 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large Model | Jan 11, 2024 | Image SegmentationPrompt Engineering | CodeCode Available | 1 |
| Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19 | Oct 26, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 |
| A Simple Video Segmenter by Tracking Objects Along Axial Trajectories | Nov 30, 2023 | GPUObject | CodeCode Available | 1 |
| Detection-segmentation convolutional neural network for autonomous vehicle perception | Jun 30, 2023 | Autonomous Vehiclesobject-detection | CodeCode Available | 1 |
| mc-BEiT: Multi-choice Discretization for Image BERT Pre-training | Mar 29, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| 3D Indoor Instance Segmentation in an Open-World | Sep 25, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets | Jul 5, 2023 | Efficient ViTsImage Segmentation | CodeCode Available | 1 |
| Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations | Jun 19, 2023 | Domain AdaptationRetinal Vessel Segmentation | CodeCode Available | 1 |
| Detecting Anomalies in Semantic Segmentation with Prototypes | Jun 1, 2021 | Anomaly SegmentationSegmentation | CodeCode Available | 1 |
| DeVIS: Making Deformable Transformers Work for Video Instance Segmentation | Jul 22, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
