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Segmentation

Papers

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Showing 1001–1050 of 13072 papers

TitleStatusHype
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene SegmentationCode1
An Empirical Study of Tokenization Strategies for Various Korean NLP TasksCode1
Fed-MUnet: Multi-modal Federated Unet for Brain Tumor SegmentationCode1
Few-shot 3D Point Cloud Semantic SegmentationCode1
Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical TransformerCode1
Few Shot Medical Image Segmentation with Cross Attention TransformerCode1
ASAP-Net: Attention and Structure Aware Point Cloud Sequence SegmentationCode1
Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural NetworksCode1
Fibroglandular Tissue Segmentation in Breast MRI using Vision Transformers -- A multi-institutional evaluationCode1
Cooperative Training and Latent Space Data Augmentation for Robust Medical Image SegmentationCode1
1st Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video SegmentationCode1
CoReS: Orchestrating the Dance of Reasoning and SegmentationCode1
Adaptive Superpixel for Active Learning in Semantic SegmentationCode1
Finding an Unsupervised Image Segmenter in Each of Your Deep Generative ModelsCode1
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic SegmentationCode1
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image SegmentationCode1
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincaré BallCode1
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare BallCode1
A Good Foundation is Worth Many Labels: Label-Efficient Panoptic SegmentationCode1
Flow-based Video Segmentation for Human Head and ShouldersCode1
UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation PipelineCode1
A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance ImagingCode1
CAMS: Convolution and Attention-Free Mamba-based Cardiac Image SegmentationCode1
Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram SynthesisCode1
ContrastMask: Contrastive Learning to Segment Every ThingCode1
AGILE3D: Attention Guided Interactive Multi-object 3D SegmentationCode1
AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentationCode1
Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and wordsCode1
AggMask: Exploring locally aggregated learning of mask representations for instance segmentationCode1
3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic SegmentationCode1
Contrastive Grouping with Transformer for Referring Image SegmentationCode1
Contrastive Registration for Unsupervised Medical Image SegmentationCode1
Cooperative Self-Training for Multi-Target Adaptive Semantic SegmentationCode1
CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image SegmentationCode1
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic SegmentationCode1
A Closer Look at Self-training for Zero-Label Semantic SegmentationCode1
Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task IntegrationCode1
Uncertainty-based graph convolutional networks for organ segmentation refinementCode1
Unraveling Instance Associations: A Closer Look for Audio-Visual SegmentationCode1
Continuous Copy-Paste for One-Stage Multi-Object Tracking and SegmentationCode1
ContourFormer:Real-Time Contour-Based End-to-End Instance Segmentation TransformerCode1
Continual Learning for Image Segmentation with Dynamic QueryCode1
ACLNet: An Attention and Clustering-based Cloud Segmentation NetworkCode1
Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse DataCode1
An Uncertainty-Driven GCN Refinement Strategy for Organ SegmentationCode1
Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater EnvironmentCode1
Continual Learning for Abdominal Multi-Organ and Tumor SegmentationCode1
Continuous Conditional Random Field Convolution for Point Cloud SegmentationCode1
Contour Proposal Networks for Biomedical Instance SegmentationCode1
Contextual Attention Network: Transformer Meets U-NetCode1
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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