| ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation | Nov 30, 2018 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ Segmentation | Jul 23, 2022 | CPUGPU | CodeCode Available | 1 | 5 |
| Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous Modalities | Dec 14, 2023 | Autonomous NavigationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance Segmentation | Jul 24, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark | Sep 17, 2024 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation | Dec 1, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning | Oct 3, 2022 | ClusteringDepth Estimation | CodeCode Available | 1 | 5 |
| ATLANTIS: A Benchmark for Semantic Segmentation of Waterbody Images | Nov 22, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| AGCN: Adversarial Graph Convolutional Network for 3D Point Cloud Segmentation | Nov 25, 2021 | 3D Part SegmentationPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation | Dec 7, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation | Jul 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Exploring Cross-Image Pixel Contrast for Semantic Segmentation | Jan 28, 2021 | Metric LearningOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| Complete Instances Mining for Weakly Supervised Instance Segmentation | Feb 12, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds | Aug 13, 2021 | ClassificationGeneralized Zero-Shot Learning | CodeCode Available | 1 | 5 |
| Exploring The Limits Of Data Augmentation For Retinal Vessel Segmentation | May 19, 2021 | Data AugmentationRetinal Vessel Segmentation | CodeCode Available | 1 | 5 |
| 1st Place Solution for 5th LSVOS Challenge: Referring Video Object Segmentation | Jan 1, 2024 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 | 5 |
| Comprehensive segmentation of deep grey nuclei from structural MRI data | Mar 27, 2025 | Segmentation | CodeCode Available | 1 | 5 |
| GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation | Nov 19, 2023 | Image SegmentationLarge Language Model | CodeCode Available | 1 | 5 |
| Compositor: Bottom-up Clustering and Compositing for Robust Part and Object Segmentation | Jun 12, 2023 | ClusteringObject | CodeCode Available | 1 | 5 |
| Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans | Sep 10, 2020 | GPUImage Segmentation | CodeCode Available | 1 | 5 |
| GFF: Gated Fully Fusion for Semantic Segmentation | Apr 3, 2019 | Scene ParsingScene Understanding | CodeCode Available | 1 | 5 |
| Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: clinical insights, pitfalls, and observer agreement analyses | Nov 16, 2023 | Lesion DetectionLesion Segmentation | CodeCode Available | 1 | 5 |
| Applying Surface Normal Information in Drivable Area and Road Anomaly Detection for Ground Mobile Robots | Aug 26, 2020 | Anomaly DetectionSegmentation | CodeCode Available | 1 | 5 |
| Applying Eigencontours to PolarMask-Based Instance Segmentation | Aug 24, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Learning Hierarchical Image Segmentation For Recognition and By Recognition | Oct 1, 2022 | Computational Efficiencyimage-classification | CodeCode Available | 1 | 5 |
| Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow | May 16, 2023 | Anomaly DetectionOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| AtrialJSQnet: A New Framework for Joint Segmentation and Quantification of Left Atrium and Scars Incorporating Spatial and Shape Information | Aug 11, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| ACLNet: An Attention and Clustering-based Cloud Segmentation Network | Jul 13, 2022 | ClusteringSegmentation | CodeCode Available | 1 | 5 |
| Conditional Convolutions for Instance Segmentation | Mar 12, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation | Jun 6, 2023 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Boundary-Enhanced Co-Training for Weakly Supervised Semantic Segmentation | Jan 1, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Global Aggregation then Local Distribution in Fully Convolutional Networks | Sep 16, 2019 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| CondNet: Conditional Classifier for Scene Segmentation | Sep 21, 2021 | Scene SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Condition-Invariant Semantic Segmentation | May 27, 2023 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| A Closer Look at Self-training for Zero-Label Semantic Segmentation | Apr 21, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding | Jan 28, 2022 | Graph AttentionKnowledge Distillation | CodeCode Available | 1 | 5 |
| Applications of Deep Learning in Fundus Images: A Review | Jan 25, 2021 | Deep LearningImage Generation | CodeCode Available | 1 | 5 |
| AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing | Mar 10, 2021 | Scene ParsingSegmentation | CodeCode Available | 1 | 5 |
| 3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic Segmentation | Feb 25, 2020 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 | 5 |
| Contextual Attention Network: Transformer Meets U-Net | Mar 2, 2022 | ArticlesImage Segmentation | CodeCode Available | 1 | 5 |
| AggMask: Exploring locally aggregated learning of mask representations for instance segmentation | Jan 1, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation | Nov 30, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center Dataset | Jun 19, 2024 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Boundary Difference Over Union Loss For Medical Image Segmentation | Aug 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Semi-supervised semantic segmentation needs strong, varied perturbations | Jun 5, 2019 | General ClassificationSegmentation | CodeCode Available | 1 | 5 |
| Evidential segmentation of 3D PET/CT images | Apr 27, 2021 | Medical Image AnalysisSegmentation | CodeCode Available | 1 | 5 |
| Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty | Jan 1, 2023 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 | 5 |
| Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis | Aug 6, 2024 | Data AugmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Evidence fusion with contextual discounting for multi-modality medical image segmentation | Jun 23, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
