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Segmentation

Papers

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Showing 5051–5075 of 13072 papers

TitleStatusHype
ConSept: Continual Semantic Segmentation via Adapter-based Vision TransformerCode0
Efficient 3D affinely equivariant CNNs with adaptive fusion of augmented spherical Fourier-Bessel basesCode0
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation—0
Task Specific Pretraining with Noisy Labels for Remote Sensing Image Segmentation—0
Modified CycleGAN for the synthesization of samples for wheat head segmentation—0
Label-efficient Multi-organ Segmentation Method with Diffusion Model—0
Benchmarking the Robustness of Panoptic Segmentation for Automated Driving—0
GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm SegmentationCode0
Uncertainty-driven and Adversarial Calibration Learning for Epicardial Adipose Tissue Segmentation—0
Deep vessel segmentation based on a new combination of vesselness filters—0
QIS : Interactive Segmentation via Quasi-Conformal Mappings—0
A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound SegmentationCode0
Tumor segmentation on whole slide images: training or prompting?—0
EXACT-Net:EHR-guided lung tumor auto-segmentation for non-small cell lung cancer radiotherapy—0
Solar Panel Segmentation :Self-Supervised Learning Solutions for Imperfect Datasets—0
ISCUTE: Instance Segmentation of Cables Using Text Embedding—0
Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image SegmentationCode0
PolypNextLSTM: A lightweight and fast polyp video segmentation network using ConvNext and ConvLSTMCode0
Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training—0
A Decoding Scheme with Successive Aggregation of Multi-Level Features for Light-Weight Semantic Segmentation—0
HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images—0
Selective Prediction for Semantic Segmentation using Post-Hoc Confidence Estimation and Its Performance under Distribution Shift—0
DABS-LS: Deep Atlas-Based Segmentation Using Regional Level Set Self-Supervision—0
Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation—0
Floor Plan Image Segmentation Via Scribble-Based Semi-Weakly Supervised Learning: A Style and Category-Agnostic ApproachCode0
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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