| CBNet: A Plug-and-Play Network for Segmentation-Based Scene Text Detection | Dec 5, 2022 | Scene Text DetectionSegmentation | CodeCode Available | 1 | 5 |
| ASFormer: Transformer for Action Segmentation | Oct 16, 2021 | Action SegmentationDecoder | CodeCode Available | 1 | 5 |
| Embedding-based Instance Segmentation in Microscopy | Jan 25, 2021 | GPUInstance Segmentation | CodeCode Available | 1 | 5 |
| Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation | Jul 19, 2021 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 1 | 5 |
| A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers | Oct 9, 2023 | Heart SegmentationImage Generation | CodeCode Available | 1 | 5 |
| A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation | Apr 15, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 | 5 |
| A Probabilistic U-Net for Segmentation of Ambiguous Images | Jun 13, 2018 | Decision MakingSegmentation | CodeCode Available | 1 | 5 |
| Bootstrapping Semantic Segmentation with Regional Contrast | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 | 5 |
| CEKD: Cross-Modal Edge-Privileged Knowledge Distillation for Semantic Scene Understanding Using Only Thermal Images | Feb 22, 2023 | Knowledge DistillationScene Understanding | CodeCode Available | 1 | 5 |
| CDNet: Centripetal Direction Network for Nuclear Instance Segmentation | Jan 1, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Boost the Inference with Co-training: A Depth-guided Mutual Learning Framework for Semi-supervised Medical Polyp Segmentation | Jan 1, 2025 | Segmentation | CodeCode Available | 1 | 5 |
| Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping | Apr 17, 2023 | Motion SegmentationObject | CodeCode Available | 1 | 5 |
| CellSeg1: Robust Cell Segmentation with One Training Image | Dec 2, 2024 | Cell SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Channel-wise Knowledge Distillation for Dense Prediction | Nov 26, 2020 | Knowledge DistillationPrediction | CodeCode Available | 1 | 5 |
| Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation | Jun 6, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model | Oct 19, 2023 | Data AugmentationImage Generation | CodeCode Available | 1 | 5 |
| CellVTA: Enhancing Vision Foundation Models for Accurate Cell Segmentation and Classification | Apr 1, 2025 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals | Apr 25, 2024 | Representation LearningSegmentation | CodeCode Available | 1 | 5 |
| Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization | Mar 8, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| CENet: Context Enhancement Network for Medical Image Segmentation | May 23, 2025 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification | Jul 17, 2024 | CPUDomain Adaptation | CodeCode Available | 1 | 5 |
| Center Focusing Network for Real-Time LiDAR Panoptic Segmentation | Nov 16, 2023 | Panoptic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Eigencontours: Novel Contour Descriptors Based on Low-Rank Approximation | Mar 29, 2022 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation | Jul 11, 2021 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| CenterMask: Real-Time Anchor-Free Instance Segmentation | Jun 1, 2020 | Instance SegmentationReal-time Instance Segmentation | CodeCode Available | 1 | 5 |
| Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling | Jun 6, 2023 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation | May 10, 2021 | DecoderGPU | CodeCode Available | 1 | 5 |
| BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point Labels | Jan 15, 2024 | Multiple Instance LearningSegmentation | CodeCode Available | 1 | 5 |
| Feasibility Assessment of Multitasking in MRI Neuroimaging Analysis: Tissue Segmentation, Cross-Modality Conversion and Bias correction | May 31, 2021 | Generative Adversarial NetworkSegmentation | CodeCode Available | 1 | 5 |
| ASPS: Augmented Segment Anything Model for Polyp Segmentation | Jun 30, 2024 | Domain Generalizationmodel | CodeCode Available | 1 | 5 |
| ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation | Mar 25, 2025 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| ASQuery: A Query-based Model for Action Segmentation | Sep 30, 2024 | Action SegmentationDecoder | CodeCode Available | 1 | 5 |
| CEDNet: A Cascade Encoder-Decoder Network for Dense Prediction | Feb 13, 2023 | DecoderInstance Segmentation | CodeCode Available | 1 | 5 |
| A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentation | Sep 7, 2023 | Segmentation | CodeCode Available | 1 | 5 |
| ChangeSim: Towards End-to-End Online Scene Change Detection in Industrial Indoor Environments | Mar 9, 2021 | Change DetectionScene Change Detection | CodeCode Available | 1 | 5 |
| Boosting Few-shot 3D Point Cloud Segmentation via Query-Guided Enhancement | Aug 6, 2023 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| ElC-OIS: Ellipsoidal Clustering for Open-World Instance Segmentation on LiDAR Data | Mar 8, 2023 | Autonomous NavigationClustering | CodeCode Available | 1 | 5 |
| Learning Part Segmentation through Unsupervised Domain Adaptation from Synthetic Vehicles | Mar 25, 2021 | Domain AdaptationGeometric Matching | CodeCode Available | 1 | 5 |
| Prototype-based Incremental Few-Shot Semantic Segmentation | Nov 30, 2020 | Few-Shot Semantic SegmentationIncremental Learning | CodeCode Available | 1 | 5 |
| Federated Incremental Semantic Segmentation | Apr 10, 2023 | Federated LearningRelation | CodeCode Available | 1 | 5 |
| Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation | Jun 8, 2021 | Box-supervised Instance SegmentationGraph Neural Network | CodeCode Available | 1 | 5 |
| Chapter Captor: Text Segmentation in Novels | Nov 9, 2020 | SegmentationText Segmentation | CodeCode Available | 1 | 5 |
| A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities | May 30, 2019 | DiversityInductive Bias | CodeCode Available | 1 | 5 |
| CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic Surgery | Jun 23, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Affinity Fusion Graph-based Framework for Natural Image Segmentation | Jun 24, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and Augmentation | Mar 3, 2018 | Data AugmentationSegmentation | CodeCode Available | 1 | 5 |
| Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer | Sep 9, 2023 | DiversityFew-Shot Learning | CodeCode Available | 1 | 5 |
| EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified Decoder | Jul 23, 2024 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
