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Segmentation

Papers

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Showing 5451–5500 of 13072 papers

TitleStatusHype
Streaming Punctuation for Long-form Dictation with Transformers—0
Robust Human Matting via Semantic GuidanceCode2
DPANET:Dual Pooling Attention Network for Semantic Segmentation—0
Memory transformers for full context and high-resolution 3D Medical Segmentation—0
Hypergraph Convolutional Networks for Weakly-Supervised Semantic Segmentation—0
Improving Dense Contrastive Learning with Dense Negative Pairs—0
TriangleNet: Edge Prior Augmented Network for Semantic Segmentation through Cross-Task ConsistencyCode0
Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance SegmentationCode1
The Fast and Accurate Approach to Detection and Segmentation of Melanoma Skin Cancer using Fine-tuned Yolov3 and SegNet Based on Deep Transfer Learning—0
Global Spectral Filter Memory Network for Video Object SegmentationCode1
CLIP-Fields: Weakly Supervised Semantic Fields for Robotic MemoryCode1
Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based ApproachCode1
CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose EstimationCode1
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance SegmentationCode1
Scale Equivariant U-Net—0
Label-free segmentation from cardiac ultrasound using self-supervised learning—0
Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data—0
Uncertainty-aware LiDAR Panoptic SegmentationCode0
OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point CloudsCode1
Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation and Koos Grade Prediction based on Semi-Supervised Contrastive LearningCode0
Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural NetworksCode0
A deep learning network with differentiable dynamic programming for retina OCT surface segmentation—0
Improving Data-Efficient Fossil Segmentation via Model Editing—0
Sequential Ensembling for Semantic Segmentation—0
Training Deep Learning Algorithms on Synthetic Forest Images for Tree DetectionCode1
IDPL: Intra-subdomain adaptation adversarial learning segmentation method based on Dynamic Pseudo Labels—0
Automated segmentation and morphological characterization of placental histology images based on a single labeled imageCode1
A Learning-based Framework for Topology-Preserving Segmentation using Quasiconformal Mappings—0
Adversarially Robust Prototypical Few-shot Segmentation with Neural-ODEsCode0
Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance SegmentationCode1
Time-Space Transformers for Video Panoptic Segmentation—0
Dual-Stage Deeply Supervised Attention-based Convolutional Neural Networks for Mandibular Canal Segmentation in CBCT Scans—0
Integrative Imaging Informatics for Cancer Research: Workflow Automation for Neuro-oncology (I3CR-WANO)Code0
FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT ImagesCode1
Mask3D: Mask Transformer for 3D Semantic Instance SegmentationCode2
COVID-19 Detection Using Segmentation, Region Extraction and Classification PipelineCode0
Robust Double-Encoder Network for RGB-D Panoptic SegmentationCode1
PriorNet: lesion segmentation in PET-CT including prior tumor appearance information—0
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation ModelsCode2
Revisiting Syllables in Language Modelling and their Application on Low-Resource Machine Translation—0
Point Cloud Recognition with Position-to-Structure Attention Transformers—0
Learning Video-independent Eye Contact Segmentation from In-the-Wild VideosCode0
Comparing Hysteresis Comparator and RMS Threshold Methods for Automatic Single Cough SegmentationsCode1
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain LabelsCode0
A deep learning model for brain vessel segmentation in 3DRA with arteriovenous malformations—0
Weak-shot Semantic Segmentation via Dual Similarity TransferCode1
K-means for unsupervised instance segmentation using a self-supervised transformer—0
Predictive Event Segmentation and Representation with Neural Networks: A Self-Supervised Model Assessed by Psychological Experiments—0
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift—0
Self-supervised Pre-training for Semantic Segmentation in an Indoor Scene—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