| U-Net: Convolutional Networks for Biomedical Image Segmentation | May 18, 2015 | Cell SegmentationCell Tracking | CodeCode Available | 3 | 5 |
| LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos | Jul 8, 2024 | SegmentationVideo Polyp Segmentation | CodeCode Available | 2 | 5 |
| Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 Model | Sep 14, 2024 | Medical Image SegmentationPolyp Segmentation | CodeCode Available | 2 | 5 |
| Video Polyp Segmentation: A Deep Learning Perspective | Mar 27, 2022 | AttributeDeep Learning | CodeCode Available | 2 | 5 |
| MATNet: Motion-Attentive Transition Network for Zero-Shot Video Object Segmentation | Aug 20, 2020 | ObjectSemantic Segmentation | CodeCode Available | 1 | 5 |
| Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation? | Aug 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| WeakPolyp: You Only Look Bounding Box for Polyp Segmentation | Jul 20, 2023 | Video Polyp Segmentation | CodeCode Available | 1 | 5 |
| Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal Reasoning | Sep 11, 2024 | SegmentationVideo Polyp Segmentation | CodeCode Available | 1 | 5 |
| Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection | Jan 1, 2021 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Full-Duplex Strategy for Video Object Segmentation | Aug 6, 2021 | ObjectObject Detection | CodeCode Available | 1 | 5 |
| Progressively Normalized Self-Attention Network for Video Polyp Segmentation | May 18, 2021 | GPUSegmentation | CodeCode Available | 1 | 5 |
| SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentation | Jun 19, 2024 | SegmentationVideo Polyp Segmentation | CodeCode Available | 1 | 5 |
| See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks | Jan 19, 2020 | Semantic SegmentationUnsupervised Video Object Segmentation | CodeCode Available | 1 | 5 |
| Shallow Attention Network for Polyp Segmentation | Aug 2, 2021 | SegmentationVideo Polyp Segmentation | CodeCode Available | 1 | 5 |
| Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos | Oct 3, 2023 | Lesion SegmentationSegmentation | CodeCode Available | 1 | 5 |
| The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos | Nov 11, 2021 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| UNet++: A Nested U-Net Architecture for Medical Image Segmentation | Jul 18, 2018 | Camouflaged Object SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| PraNet: Parallel Reverse Attention Network for Polyp Segmentation | Jun 13, 2020 | Camouflaged Object SegmentationCamouflage Segmentation | CodeCode Available | 1 | 5 |
| Rectifying Noisy Labels with Sequential Prior: Multi-Scale Temporal Feature Affinity Learning for Robust Video Segmentation | Jul 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| First-frame Supervised Video Polyp Segmentation via Propagative and Semantic Dual-teacher Network | Dec 21, 2024 | BenchmarkingTransfer Learning | CodeCode Available | 0 | 5 |
| Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model | Oct 2, 2024 | Instance SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| MAST: Video Polyp Segmentation with a Mixture-Attention Siamese Transformer | Jan 23, 2024 | SegmentationVideo Polyp Segmentation | CodeCode Available | 0 | 5 |
| ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization | Mar 28, 2021 | Action LocalizationTemporal Action Localization | —Unverified | 0 | 0 |
| SSTFB: Leveraging self-supervised pretext learning and temporal self-attention with feature branching for real-time video polyp segmentation | Jun 14, 2024 | Representation LearningSelf-Supervised Learning | —Unverified | 0 | 0 |
| AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder | Jun 10, 2023 | Image SegmentationSegmentation | —Unverified | 0 | 0 |
