| Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation | Mar 18, 2023 | DenoisingSegmentation | CodeCode Available | 1 |
| PLOP: Learning without Forgetting for Continual Semantic Segmentation | Nov 23, 2020 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging | Apr 26, 2020 | BenchmarkingLeft Atrium Segmentation | CodeCode Available | 1 |
| DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation | Mar 5, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Attention-Based Transformers for Instance Segmentation of Cells in Microstructures | Nov 19, 2020 | Cell DetectionCell Segmentation | CodeCode Available | 1 |
| PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic Segmentation | Dec 24, 2023 | 3D Semantic SegmentationPoint Cloud Segmentation | CodeCode Available | 1 |
| A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation | May 29, 2024 | Autonomous DrivingBoundary Detection | CodeCode Available | 1 |
| PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation | Apr 3, 2020 | 3D Instance SegmentationClustering | CodeCode Available | 1 |
| Pointly-Supervised Panoptic Segmentation | Oct 25, 2022 | Panoptic SegmentationSegmentation | CodeCode Available | 1 |
| PointNorm: Dual Normalization is All You Need for Point Cloud Analysis | Jul 13, 2022 | 3D geometryAll | CodeCode Available | 1 |
| 1st Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation | Jun 11, 2024 | Referring Video Object SegmentationSegmentation | CodeCode Available | 1 |
| PointScatter: Point Set Representation for Tubular Structure Extraction | Sep 13, 2022 | Segmentation | CodeCode Available | 1 |
| Attention GhostUNet++: Enhanced Segmentation of Adipose Tissue and Liver in CT Images | Apr 14, 2025 | Computational EfficiencyLiver Segmentation | CodeCode Available | 1 |
| Point-supervised Single-cell Segmentation via Collaborative Knowledge Sharing | Apr 20, 2023 | Cell Segmentationobject-detection | CodeCode Available | 1 |
| Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation | Mar 16, 2022 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Polarized Self-Attention: Towards High-quality Pixel-wise Regression | Jul 2, 2021 | 2D Pose EstimationKeypoint Detection | CodeCode Available | 1 |
| PolarMask: Single Shot Instance Segmentation with Polar Representation | Sep 29, 2019 | Distance regressionInstance Segmentation | CodeCode Available | 1 |
| PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation | Mar 31, 2020 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis | Jan 5, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation | Jun 9, 2024 | Cardiac SegmentationDecoder | CodeCode Available | 1 |
| Polyp-DDPM: Diffusion-Based Semantic Polyp Synthesis for Enhanced Segmentation | Feb 6, 2024 | Data AugmentationSegmentation | CodeCode Available | 1 |
| DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation | Nov 28, 2023 | DecoderDiversity | CodeCode Available | 1 |
| Boundary-aware Transformers for Skin Lesion Segmentation | Oct 8, 2021 | Inductive BiasLesion Segmentation | CodeCode Available | 1 |
| Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation? | Aug 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Development of accurate human head models for personalized electromagnetic dosimetry using deep learning | Feb 21, 2020 | Segmentation | CodeCode Available | 1 |
