| Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation | Aug 8, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks | Oct 6, 2020 | Machine TranslationNatural Language Understanding | CodeCode Available | 1 | 5 |
| Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image Segmentation | Apr 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Complementary consistency semi-supervised learning for 3D left atrial image segmentation | Oct 4, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation | Dec 7, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Fine-Grained Egocentric Hand-Object Segmentation: Dataset, Model, and Applications | Aug 7, 2022 | Activity RecognitionData Augmentation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding | Nov 9, 2015 | Decision MakingDecoder | CodeCode Available | 1 | 5 |
| Domain Adaptive Video Segmentation via Temporal Consistency Regularization | Jul 23, 2021 | SegmentationUnsupervised Domain Adaptation | CodeCode Available | 1 | 5 |
| CompNet: Complementary Segmentation Network for Brain MRI Extraction | Mar 27, 2018 | DecoderImage Segmentation | 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 |
| An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation | Mar 17, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Adaptive Superpixel for Active Learning in Semantic Segmentation | Mar 29, 2023 | Active LearningSegmentation | CodeCode Available | 1 | 5 |
| Comprehensive segmentation of deep grey nuclei from structural MRI data | Mar 27, 2025 | Segmentation | CodeCode Available | 1 | 5 |
| Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study | Sep 5, 2022 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation | Mar 17, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation | May 29, 2024 | Autonomous DrivingBoundary Detection | CodeCode Available | 1 | 5 |
| A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging | Apr 26, 2020 | BenchmarkingLeft Atrium Segmentation | CodeCode Available | 1 | 5 |
| DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets | Nov 20, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Conditional Boundary Loss for Semantic Segmentation | Jul 5, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline | Dec 20, 2022 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation | Jun 6, 2023 | DenoisingImage Generation | 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 |
| DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation | Apr 4, 2022 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning | Jun 25, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation | Jun 1, 2023 | Binary ClassificationInteractive Segmentation | CodeCode Available | 1 | 5 |
| AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentation | May 5, 2024 | Lesion SegmentationMamba | CodeCode Available | 1 | 5 |
| DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer | Jan 27, 2022 | Decision MakingDocument Layout Analysis | CodeCode Available | 1 | 5 |
| AggMask: Exploring locally aggregated learning of mask representations for instance segmentation | Jan 1, 2021 | Instance SegmentationSegmentation | 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 |
| docExtractor: An off-the-shelf historical document element extraction | Dec 15, 2020 | Document Layout AnalysisSegmentation | CodeCode Available | 1 | 5 |
| Document-level Relation Extraction as Semantic Segmentation | Jun 7, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Apr 28, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation | Apr 16, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| A Closer Look at Self-training for Zero-Label Semantic Segmentation | Apr 21, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Distribution Alignment: A Unified Framework for Long-tail Visual Recognition | Mar 30, 2021 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation | Apr 6, 2023 | audio-visual learningContrastive Learning | CodeCode Available | 1 | 5 |
| DivergentNets: Medical Image Segmentation by Network Ensemble | Jul 1, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point Clouds | Jun 1, 2021 | 3D Semantic SegmentationDecoder | CodeCode Available | 1 | 5 |
| AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks | Nov 3, 2017 | Segmentation | CodeCode Available | 1 | 5 |
| ACLNet: An Attention and Clustering-based Cloud Segmentation Network | Jul 13, 2022 | ClusteringSegmentation | CodeCode Available | 1 | 5 |
| BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation | Jan 1, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images | Jan 14, 2022 | Segmentation | CodeCode Available | 1 | 5 |
| Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment | Aug 6, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation | Apr 2, 2021 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion Awareness | Mar 2, 2023 | Room Layout EstimationSegmentation | CodeCode Available | 1 | 5 |
| DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing | Oct 9, 2021 | Discourse ParsingDiscourse Segmentation | CodeCode Available | 1 | 5 |
| Weakly-Supervised Surface Crack Segmentation by Generating Pseudo-Labels using Localization with a Classifier and Thresholding | Sep 1, 2021 | Crack SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A Weakly Supervised Amodal Segmenter with Boundary Uncertainty Estimation | Aug 23, 2021 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement | Jan 1, 2023 | DisentanglementSegmentation | CodeCode Available | 1 | 5 |
