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Segmentation

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Showing 2401–2450 of 13072 papers

TitleStatusHype
Multi-view Subword RegularizationCode1
Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image SegmentationCode1
Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge DistillationCode1
Discriminative Region Suppression for Weakly-Supervised Semantic SegmentationCode1
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive FusionCode1
PointFlow: Flowing Semantics Through Points for Aerial Image SegmentationCode1
Unknown Object Segmentation from Stereo ImagesCode1
Temporal Action Segmentation from Timestamp SupervisionCode1
U-Net Transformer: Self and Cross Attention for Medical Image SegmentationCode1
A Computed Tomography Vertebral Segmentation Dataset with Anatomical Variations and Multi-Vendor Scanner DataCode1
AttaNet: Attention-Augmented Network for Fast and Accurate Scene ParsingCode1
Pixel-wise Anomaly Detection in Complex Driving ScenesCode1
ChangeSim: Towards End-to-End Online Scene Change Detection in Industrial Indoor EnvironmentsCode1
Capturing Omni-Range Context for Omnidirectional SegmentationCode1
Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic SegmentationCode1
Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information RegularizationCode1
Dual-Task Mutual Learning for Semi-Supervised Medical Image SegmentationCode1
Repurposing GANs for One-shot Semantic Part SegmentationCode1
TransBTS: Multimodal Brain Tumor Segmentation Using TransformerCode1
NeRD: Neural Representation of Distribution for Medical Image SegmentationCode1
Learning Statistical Texture for Semantic SegmentationCode1
Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy LabelsCode1
Implicit Integration of Superpixel Segmentation into Fully Convolutional NetworksCode1
ASC-Net : Adversarial-based Selective Network for Unsupervised Anomaly SegmentationCode1
SpecTr: Spectral Transformer for Hyperspectral Pathology Image SegmentationCode1
Semi-supervised Left Atrium Segmentation with Mutual Consistency TrainingCode1
CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image SegmentationCode1
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue GraphsCode1
Cross-View Regularization for Domain Adaptive Panoptic SegmentationCode1
Panoramic Panoptic Segmentation: Towards Complete Surrounding Understanding via Unsupervised Contrastive LearningCode1
FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud SegmentationCode1
SUM: A Benchmark Dataset of Semantic Urban MeshesCode1
Exposing Semantic Segmentation Failures via Maximum Discrepancy CompetitionCode1
MixSearch: Searching for Domain Generalized Medical Image Segmentation ArchitecturesCode1
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance SegmentationCode1
Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-CaseCode1
Augmenting Part-of-speech Tagging with Syntactic Information for Vietnamese and ChineseCode1
4D Panoptic LiDAR SegmentationCode1
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing ImagesCode1
Medical Transformer: Gated Axial-Attention for Medical Image SegmentationCode1
CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray SegmentationCode1
Analyzing Overfitting under Class Imbalance in Neural Networks for Image SegmentationCode1
Squeeze-and-Excitation Normalization for Automated Delineation of Head and Neck Primary Tumors in Combined PET and CT ImagesCode1
Artificially Synthesising Data for Audio Classification and Segmentation to Improve Speech and Music Detection in Radio BroadcastCode1
Harmonic Feature Activation for Few-Shot Semantic SegmentationCode1
Temporal Memory Attention for Video Semantic SegmentationCode1
TransFuse: Fusing Transformers and CNNs for Medical Image SegmentationCode1
A2-FPN for Semantic Segmentation of Fine-Resolution Remotely Sensed ImagesCode1
A Deep-Learning Approach For Direct Whole-Heart Mesh ReconstructionCode1
CPP-Net: Context-aware Polygon Proposal Network for Nucleus 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