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Segmentation

Papers

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Showing 5201–5250 of 13072 papers

TitleStatusHype
Extracting Semantic Knowledge from GANs with Unsupervised Learning—0
QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images—0
SimCS: Simulation for Domain Incremental Online Continual Segmentation—0
Effective Utilisation of Multiple Open-Source Datasets to Improve Generalisation Performance of Point Cloud Segmentation Models—0
Superpoint Transformer for 3D Scene Instance SegmentationCode1
Semi-Supervised Confidence-Level-based Contrastive Discrimination for Class-Imbalanced Semantic SegmentationCode2
Topologically faithful image segmentation via induced matching of persistence barcodesCode1
PlasmoID: A dataset for Indonesian malaria parasite detection and segmentation in thin blood smear—0
An Unpaired Cross-modality Segmentation Framework Using Data Augmentation and Hybrid Convolutional Networks for Segmenting Vestibular Schwannoma and Cochlea—0
Performance evaluation of deep segmentation models for Contrails detectionCode0
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic SegmentationCode1
Topic Segmentation in the Wild: Towards Segmentation of Semi-structured & Unstructured Chats—0
Boosting COVID-19 Severity Detection with Infection-aware Contrastive Mixup Classification—0
Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic SegmentationCode1
Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image SegmentationCode1
From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments—0
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style TransformationCode0
Rethinking Alignment and Uniformity in Unsupervised Semantic Segmentation—0
Domain generalization in fetal brain MRI segmentation \ multi-reconstruction augmentation—0
Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene SegmentationCode0
A Strong Baseline for Generalized Few-Shot Semantic SegmentationCode1
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation—0
ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background SegmentationCode0
Unsupervised Continual Semantic Adaptation through Neural RenderingCode1
MUSTER: A Multi-scale Transformer-based Decoder for Semantic SegmentationCode1
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR imagesCode0
Hand Guided High Resolution Feature Enhancement for Fine-Grained Atomic Action Segmentation within Complex Human Assemblies—0
CasFusionNet: A Cascaded Network for Point Cloud Semantic Scene Completion by Dense Feature FusionCode1
A Benchmark of Long-tailed Instance Segmentation with Noisy LabelsCode0
Peekaboo: Text to Image Diffusion Models are Zero-Shot SegmentorsCode1
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational DataCode0
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image SegmentationCode1
ISIM: Iterative Self-Improved Model for Weakly Supervised SegmentationCode1
SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields—0
U-Flow: A U-shaped Normalizing Flow for Anomaly Detection with Unsupervised ThresholdCode1
Synthetic Data for Semantic Image Segmentation of Imagery of Unmanned Spacecraft—0
LoopDA: Constructing Self-loops to Adapt Nighttime Semantic SegmentationCode0
Towards Automated Polyp Segmentation Using Weakly- and Semi-Supervised Learning and Deformable Transformers—0
ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image SegmentationCode1
DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly DetectionCode1
Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic SegmentationCode1
Task-Specific Data Augmentation and Inference Processing for VIPriors Instance Segmentation Challenge—0
Self-Supervised 3D Traversability Estimation with Proxy Bank Guidance—0
SegNeRF: 3D Part Segmentation with Neural Radiance Fields—0
Mean Shift Mask Transformer for Unseen Object Instance SegmentationCode1
Revealing Hidden Context Bias in Segmentation and Object Detection through Concept-specific Explanations—0
Progressively Dual Prior Guided Few-shot Semantic Segmentation—0
PointResNet: Residual Network for 3D Point Cloud Segmentation and Classification—0
Prior Guided Deep Difference Meta-Learner for Fast Adaptation to Stylized Segmentation—0
Adjacent Slice Feature Guided 2.5D Network for Pulmonary Nodule 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