| 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 |
| A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging | Apr 26, 2020 | BenchmarkingLeft Atrium Segmentation | CodeCode Available | 1 |
| Deep Instruction Tuning for Segment Anything Model | Mar 31, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Attention-Based Transformers for Instance Segmentation of Cells in Microstructures | Nov 19, 2020 | Cell DetectionCell Segmentation | CodeCode Available | 1 |
| DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation | Dec 11, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation | May 29, 2024 | Autonomous DrivingBoundary Detection | CodeCode Available | 1 |
| Point-supervised Single-cell Segmentation via Collaborative Knowledge Sharing | Apr 20, 2023 | Cell Segmentationobject-detection | CodeCode Available | 1 |
| Point Transformer | Dec 16, 2020 | 3D Part Segmentation3D Point Cloud Classification | 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 |
| DeVIS: Making Deformable Transformers Work for Video Instance Segmentation | Jul 22, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Polygonal Building Extraction by Frame Field Learning | Jun 19, 2021 | Image SegmentationMulti-Task Learning | CodeCode Available | 1 |
| Attention GhostUNet++: Enhanced Segmentation of Adipose Tissue and Liver in CT Images | Apr 14, 2025 | Computational EfficiencyLiver Segmentation | CodeCode Available | 1 |
| PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy | Aug 19, 2024 | Federated LearningSegmentation | CodeCode Available | 1 |
| PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation | Dec 5, 2021 | Depth-aware Video Panoptic SegmentationDepth Estimation | CodeCode Available | 1 |
| Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection | Aug 12, 2024 | Segmentation | CodeCode Available | 1 |
| Polyp-SAM: Transfer SAM for Polyp Segmentation | Apr 29, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| PolyTrack: Tracking with Bounding Polygons | Nov 2, 2021 | Multi-Object TrackingMulti-Object Tracking and Segmentation | 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 |
| Boundary-Aware Network for Kidney Parsing | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation | Jan 7, 2019 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| PraNet: Parallel Reverse Attention Network for Polyp Segmentation | Jun 13, 2020 | Camouflaged Object SegmentationCamouflage Segmentation | CodeCode Available | 1 |
| PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation | Apr 15, 2025 | Foreground SegmentationImage Segmentation | CodeCode Available | 1 |
| Pre- to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation | Nov 17, 2023 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 1 |
| D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation | Jan 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Development of accurate human head models for personalized electromagnetic dosimetry using deep learning | Feb 21, 2020 | Segmentation | CodeCode Available | 1 |
| Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation | Oct 4, 2022 | Domain AdaptationMulti-target Domain Adaptation | CodeCode Available | 1 |
| Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation | Jul 2, 2021 | Data AugmentationImage Reconstruction | CodeCode Available | 1 |
| PrimitiveNet: Primitive Instance Segmentation With Local Primitive Embedding Under Adversarial Metric | Jan 1, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts | Apr 23, 2024 | Interactive SegmentationPrompt Engineering | CodeCode Available | 1 |
| PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasound | Aug 9, 2024 | Interactive SegmentationPlacenta Segmentation | CodeCode Available | 1 |
| CoReS: Orchestrating the Dance of Reasoning and Segmentation | Apr 8, 2024 | Reasoning SegmentationSegmentation | CodeCode Available | 1 |
| Probabilistic Attention for Interactive Segmentation | Jun 23, 2021 | Interactive SegmentationSegmentation | CodeCode Available | 1 |
| Progressive Multi-scale Consistent Network for Multi-class Fundus Lesion Segmentation | May 31, 2022 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation | Jul 17, 2024 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation | Oct 30, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| `Project & Excite' Modules for Segmentation of Volumetric Medical Scans | Jun 11, 2019 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| Boundary-Aware Network for Abdominal Multi-Organ Segmentation | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation | Jun 8, 2023 | DisentanglementDomain Adaptation | CodeCode Available | 1 |
| Prompt Tuning for Parameter-efficient Medical Image Segmentation | Nov 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| One-Prompt to Segment All Medical Images | May 17, 2023 | AllImage Segmentation | CodeCode Available | 1 |
| DFormer: Diffusion-guided Transformer for Universal Image Segmentation | Jun 6, 2023 | DecoderDenoising | CodeCode Available | 1 |
| Deep Learning Based Brain Tumor Segmentation: A Survey | Jul 18, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 |
| Attentive Symmetric Autoencoder for Brain MRI Segmentation | Sep 19, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation | Jun 7, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Differentiable Soft-Masked Attention | Jun 1, 2022 | ObjectSegmentation | 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 |
| Pseudo-label Alignment for Semi-supervised Instance Segmentation | Aug 10, 2023 | Instance SegmentationPseudo Label | CodeCode Available | 1 |
| Detection-segmentation convolutional neural network for autonomous vehicle perception | Jun 30, 2023 | Autonomous Vehiclesobject-detection | CodeCode Available | 1 |
