| 3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPW | Jun 4, 2023 | PositionSegmentation | CodeCode Available | 1 |
| BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation | Oct 27, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Choroidalyzer: An open-source, end-to-end pipeline for choroidal analysis in optical coherence tomography | Dec 5, 2023 | Segmentation | CodeCode Available | 1 |
| Object Segmentation Without Labels with Large-Scale Generative Models | Jun 8, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Adaptive-Mask Fusion Network for Segmentation of Drivable Road and Negative Obstacle With Untrustworthy Features | Apr 27, 2023 | Autonomous VehiclesSegmentation | CodeCode Available | 1 |
| ParaTransCNN: Parallelized TransCNN Encoder for Medical Image Segmentation | Jan 27, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Part2Object: Hierarchical Unsupervised 3D Instance Segmentation | Jul 14, 2024 | 3D Instance SegmentationClustering | CodeCode Available | 1 |
| Part-aware Panoptic Segmentation | Jun 11, 2021 | Image SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation | Jan 1, 2024 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model | Dec 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Partial supervision for the FeTA challenge 2021 | Nov 3, 2021 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic Segmentation | Nov 19, 2021 | Autonomous DrivingImage Relighting | CodeCode Available | 1 |
| Deep Variational Instance Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models | Dec 3, 2022 | 3D Part SegmentationLanguage Modeling | CodeCode Available | 1 |
| SurgicalPart-SAM: Part-to-Whole Collaborative Prompting for Surgical Instrument Segmentation | Dec 22, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks | Nov 22, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement | Jan 1, 2023 | DisentanglementSegmentation | CodeCode Available | 1 |
| EfficientSeg: An Efficient Semantic Segmentation Network | Sep 14, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| PatchPerPix for Instance Segmentation | Jan 21, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation | Jun 29, 2020 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Deep ContourFlow: Advancing Active Contours with Deep Learning | Jul 15, 2024 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Pavementscapes: a large-scale hierarchical image dataset for asphalt pavement damage segmentation | Jul 24, 2022 | Deep LearningPlaying the Game of 2048 | CodeCode Available | 1 |
| PC-BEV: An Efficient Polar-Cartesian BEV Fusion Framework for LiDAR Semantic Segmentation | Dec 19, 2024 | LIDAR Semantic SegmentationScene Understanding | CodeCode Available | 1 |
| PCB-RandNet: Rethinking Random Sampling for LIDAR Semantic Segmentation in Autonomous Driving Scene | Sep 28, 2022 | Autonomous DrivingLIDAR Semantic Segmentation | CodeCode Available | 1 |
| PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation | Apr 1, 2024 | DecoderKnowledge Distillation | CodeCode Available | 1 |
| BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation | Mar 30, 2025 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 |
| Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation | Feb 13, 2023 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View Images | Aug 6, 2021 | Depth EstimationPanoptic Segmentation | CodeCode Available | 1 |
| Deep 3D Vessel Segmentation based on Cross Transformer Network | Aug 22, 2022 | Computed Tomography (CT)Segmentation | CodeCode Available | 1 |
| Peritumoral Expansion Radiomics for Improved Lung Cancer Classification | Nov 24, 2024 | 3D ClassificationCancer Classification | CodeCode Available | 1 |
| Boundary-Aware Network for Abdominal Multi-Organ Segmentation | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation | Aug 2, 2018 | Dichotomous Image SegmentationReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Deep Active Learning for Axon-Myelin Segmentation on Histology Data | Jul 11, 2019 | Active LearningAnatomy | CodeCode Available | 1 |
| DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering | Dec 12, 2022 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder | Jun 28, 2025 | Image SegmentationLarge Language Model | CodeCode Available | 1 |
| Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline | Dec 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 |
| BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation | Jun 26, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| ClaSP -- Parameter-free Time Series Segmentation | Jul 28, 2022 | Change Point DetectionSegmentation | CodeCode Available | 1 |
| PHiSeg: Capturing Uncertainty in Medical Image Segmentation | Jun 7, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Phoneme Segmentation Using Self-Supervised Speech Models | Nov 2, 2022 | SegmentationTransfer Learning | CodeCode Available | 1 |
| Adaptive Prototype Learning and Allocation for Few-Shot Segmentation | Apr 5, 2021 | ClusteringFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographs | Jul 22, 2022 | BenchmarkingRetinal Vessel Segmentation | CodeCode Available | 1 |
| An Elastic Interaction-Based Loss Function for Medical Image Segmentation | Jul 6, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation | Jan 2, 2020 | GPUInstance Segmentation | CodeCode Available | 1 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 |
| Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation | Oct 28, 2020 | Objectobject-detection | CodeCode Available | 1 |
| DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation | Jul 20, 2022 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation | Jul 16, 2021 | Objectobject-detection | CodeCode Available | 1 |
| BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online Policies | Aug 20, 2021 | Instance SegmentationPedestrian Detection | CodeCode Available | 1 |
| Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation | Feb 7, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 |
