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Segmentation

Papers

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Showing 3026–3050 of 13072 papers

TitleStatusHype
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic SegmentationCode1
FRNet: Frustum-Range Networks for Scalable LiDAR SegmentationCode2
Auto-Vocabulary Semantic SegmentationCode1
An unsupervised approach towards promptable defect segmentation in laser-based additive manufacturing by Segment Anything—0
SAMBA: A Trainable Segmentation Web-App with Smart LabellingCode1
Novel class discovery meets foundation models for 3D semantic segmentation—0
Bottom-Up Instance Segmentation of Catheters for Chest X-Rays—0
Bile Duct Segmentation Methods Under 3D Slicer Applied to ERCP: Advantages and Disadvantages—0
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised AdaptationCode1
DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception—0
Foundation Model Assisted Weakly Supervised Semantic SegmentationCode1
Lung Cancer Detection from CT Scan Images based on Genetic-Independent Recurrent Deep Learning—0
PartSLIP++: Enhancing Low-Shot 3D Part Segmentation via Multi-View Instance Segmentation and Maximum Likelihood EstimationCode1
Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video PairsCode0
Graph Information Bottleneck for Remote Sensing Segmentation—0
Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation mapsCode1
Choroidalyzer: An open-source, end-to-end pipeline for choroidal analysis in optical coherence tomographyCode1
Inspecting Model Fairness in Ultrasound Segmentation Tasks—0
SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary ConstraintsCode2
Towards Automatic Power Battery Detection: New Challenge, Benchmark Dataset and BaselineCode2
Universal Segmentation at Arbitrary Granularity with Language InstructionCode2
Geometrically-driven Aggregation for Zero-shot 3D Point Cloud UnderstandingCode1
PixelLM: Pixel Reasoning with Large Multimodal ModelCode2
MEDPSeg: Hierarchical polymorphic multitask learning for the segmentation of ground-glass opacities, consolidation, and pulmonary structures on computed tomographyCode1
Contrastive Learning-Based Spectral Knowledge Distillation for Multi-Modality and Missing Modality Scenarios in Semantic Segmentation—0
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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