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Segmentation

Papers

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Showing 526–550 of 13072 papers

TitleStatusHype
Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation—0
Conformal Prediction for Image Segmentation Using Morphological Prediction SetsCode0
Task-oriented Uncertainty Collaborative Learning for Label-Efficient Brain Tumor SegmentationCode0
We Care Each Pixel: Calibrating on Medical Segmentation ModelCode0
L-FUSION: Laplacian Fetal Ultrasound Segmentation & Uncertainty Estimation—0
Joint 3D Point Cloud Segmentation using Real-Sim Loop: From Panels to Trees and Branches—0
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation—0
Adaptive Subarray Segmentation: A New Paradigm of Spatial Non-Stationary Near-Field Channel Estimation for XL-MIMO Systems—0
GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI DataCode1
EvidMTL: Evidential Multi-Task Learning for Uncertainty-Aware Semantic Surface Mapping from Monocular RGB Images—0
Tackling Few-Shot Segmentation in Remote Sensing via Inpainting Diffusion ModelCode1
Rethinking Few-Shot Medical Image Segmentation by SAM2: A Training-Free Framework with Augmentative Prompting and Dynamic Matching—0
Self is the Best Learner: CT-free Ultra-Low-Dose PET Organ Segmentation via Collaborating Denoising and Segmentation Learning—0
Automatic Drywall Analysis for Progress Tracking and Quality Control in Construction—0
Interactive Segmentation and Report Generation for CT Images—0
BEVMOSNet: Multimodal Fusion for BEV Moving Object Segmentation—0
ScaleFusionNet: Transformer-Guided Multi-Scale Feature Fusion for Skin Lesion SegmentationCode0
Mineral segmentation using electron microscope images and spectral sampling through multimodal graph neural networks—0
Top-K Maximum Intensity Projection Priors for 3D Liver Vessel Segmentation—0
Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object SegmentationCode2
Out-of-Distribution Segmentation in Autonomous Driving: Problems and State of the Art—0
LangGas: Introducing Language in Selective Zero-Shot Background Subtraction for Semi-Transparent Gas Leak Detection with a New DatasetCode1
Catheter Detection and Segmentation in X-ray Images via Multi-task Learning—0
Federated nnU-Net for Privacy-Preserving Medical Image SegmentationCode1
Label-Efficient LiDAR Panoptic 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