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Segmentation

Papers

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Showing 1601–1650 of 13072 papers

TitleStatusHype
Importance Driven Continual Learning for Segmentation Across DomainsCode1
Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass SegmentationCode1
Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysisCode1
Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial LearningCode1
A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and ProtocolsCode1
CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image SegmentationCode1
D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention MechanismCode1
Deep ContourFlow: Advancing Active Contours with Deep LearningCode1
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised AdaptationCode1
Improving Unsupervised Dialogue Topic Segmentation with Utterance-Pair Coherence ScoringCode1
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image SegmentationCode1
Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label PairsCode1
Cross-View Image Synthesis using Conditional GANsCode1
Incremental Few-Shot Instance SegmentationCode1
Cross-View Regularization for Domain Adaptive Panoptic SegmentationCode1
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label ClassifierCode1
AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement LearningCode1
In Depth Bayesian Semantic Scene CompletionCode1
AlignSeg: Feature-Aligned Segmentation NetworksCode1
Inherent Consistent Learning for Accurate Semi-supervised Medical Image SegmentationCode1
High-Quality Unknown Object Instance Segmentation via Quadruple Boundary Error RefinementCode1
Instance Consistency Regularization for Semi-Supervised 3D Instance SegmentationCode1
A persistent homology-based topological loss for CNN-based multi-class segmentation of CMRCode1
Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based SegmentationCode1
Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local ConstraintsCode1
Instance Segmentation under Occlusions via Location-aware Copy-Paste Data AugmentationCode1
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!Code1
Cross-stained Segmentation from Renal Biopsy Images Using Multi-level Adversarial LearningCode1
Instructive Feature Enhancement for Dichotomous Medical Image SegmentationCode1
Cross-view Transformers for real-time Map-view Semantic SegmentationCode1
Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label FusionCode1
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementCode1
Alleviating Over-segmentation Errors by Detecting Action BoundariesCode1
Interactive Object Segmentation in 3D Point CloudsCode1
Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion ModelsCode1
Interactive Segmentation as Gaussian Process ClassificationCode1
Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound imagesCode1
Interactive Video Object Segmentation Using Global and Local Transfer ModulesCode1
UVO Challenge on Video-based Open-World Segmentation 2021: 1st Place SolutionCode1
Cross-Modal Progressive Comprehension for Referring SegmentationCode1
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D SegmentationCode1
IntrA: 3D Intracranial Aneurysm Dataset for Deep LearningCode1
All you need are a few pixels: semantic segmentation with PixelPickCode1
Investigate Indistinguishable Points in Semantic Segmentation of 3D Point CloudCode1
IRFusionFormer: Enhancing Pavement Crack Segmentation with RGB-T Fusion and Topological-Based LossCode1
Iris-SAM: Iris Segmentation Using a Foundation ModelCode1
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature AnalysisCode1
ISIM: Iterative Self-Improved Model for Weakly Supervised SegmentationCode1
ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation datasetCode1
A Partially Reversible U-Net for Memory-Efficient Volumetric Image SegmentationCode1
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified