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Segmentation

Papers

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Showing 8451–8500 of 13072 papers

TitleStatusHype
Toward Streaming ASR with Non-Autoregressive Insertion-based Model—0
Self-supervised Learning with Fully Convolutional Networks—0
SegGroup: Seg-Level Supervision for 3D Instance and Semantic SegmentationCode1
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks—0
Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation—0
A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection—0
Weakly-supervised Semantic Segmentation in Cityscape via Hyperspectral Image—0
Firearm Detection via Convolutional Neural Networks: Comparing a Semantic Segmentation Model Against End-to-End Solutions—0
Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation—0
A Contrast Synthesized Thalamic Nuclei Segmentation Scheme using Convolutional Neural Networks—0
Evaluation of deep learning-based myocardial infarction quantification using Segment CMR software—0
Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene ContextsCode1
Transfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images—0
Unsupervised Image Segmentation using Mutual Mean-Teaching—0
Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation—0
S3CNet: A Sparse Semantic Scene Completion Network for LiDAR Point Clouds—0
Point TransformerCode1
Real-Time Polyp Segmentation Using U-Net with IoU LossCode1
REFINE: Prediction Fusion Network for Panoptic Segmentation—0
Robots Understanding Contextual Information in Human-Centered Environments using Weakly Supervised Mask Data Distillation—0
mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets—0
docExtractor: An off-the-shelf historical document element extractionCode1
Cross-Domain Grouping and Alignment for Domain Adaptive Semantic SegmentationCode0
Detection and extraction of biological particles in a three-dimensional imaging of biological structures by TEM (Transmission Electron Microscopy)—0
DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation—0
Scaling Semantic Segmentation Beyond 1K Classes on a Single GPUCode1
Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise FocusCode0
Towards unsupervised phone and word segmentation using self-supervised vector-quantized neural networks—0
Information-Theoretic Segmentation by Inpainting Error MaximizationCode0
Improving Panoptic Segmentation at All Scales—0
Accurate Cell Segmentation in Digital Pathology Images via Attention Enforced Networks—0
OCTA-500: A Retinal Dataset for Optical Coherence Tomography Angiography StudyCode1
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty EstimatesCode0
Comparative Analysis of Methods for Cloud Segmentation in Ground-Based Infrared ImagesCode0
Contrastive Learning for Label-Efficient Semantic Segmentation—0
Iterative Utterance Segmentation for Neural Semantic Parsing—0
Meticulous Object SegmentationCode1
Robust Segmentation of Optic Disc and Cup from Fundus Images Using Deep Neural Networks—0
Efficient Semi-Supervised Gross Target Volume of Nasopharyngeal Carcinoma Segmentation via Uncertainty Rectified Pyramid ConsistencyCode1
Simple Copy-Paste is a Strong Data Augmentation Method for Instance SegmentationCode1
Uncertainty Estimation in Deep Neural Networks for Point Cloud Segmentation in Factory Planning—0
Multiple Sclerosis Lesion Segmentation -- A Survey of Supervised CNN-Based Methods—0
HI-Net: Hyperdense Inception 3D UNet for Brain Tumor Segmentation—0
CEM500K – A large-scale heterogeneous unlabeled cellular electron microscopy image dataset for deep learningCode1
On Learning the Right Attention Point for Feature Enhancement—0
Classifying Breast Histopathology Images with a Ductal Instance-Oriented PipelineCode1
Morphology Matters: A Multilingual Language Modeling AnalysisCode0
Superpixel Segmentation Based on Spatially Constrained Subspace Clustering—0
Uncertainty-driven refinement of tumor-core segmentation using 3D-to-2D networks with label uncertainty—0
Segmenting Natural Language Sentences via Lexical Unit Analysis—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