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Segmentation

Papers

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Showing 11301–11350 of 13072 papers

TitleStatusHype
Distributionally Robust Deep Learning using Hardness Weighted SamplingCode0
SFS-A68: a dataset for the segmentation of space functions in apartment buildingsCode0
ViG-UNet: Vision Graph Neural Networks for Medical Image SegmentationCode0
Robust Perception through EquivarianceCode0
Robust Online Video Instance Segmentation with Track QueriesCode0
Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep LearningCode0
SplatMesh: Interactive 3D Segmentation and Editing Using Mesh-Based Gaussian SplattingCode0
Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation and Koos Grade Prediction based on Semi-Supervised Contrastive LearningCode0
Realistic Image Normalization for Multi-Domain SegmentationCode0
Towards fully automated deep-learning-based brain tumor segmentation: is brain extraction still necessary?Code0
Unsupervised Decomposition Networks for Bias Field Correction in MR ImageCode0
Reading Car License Plates Using Deep Convolutional Neural Networks and LSTMsCode0
VINNA for Neonates -- Orientation Independence through Latent AugmentationsCode0
Sequence Modeling via SegmentationsCode0
Unsupervised Deep Learning Meets Chan-Vese ModelCode0
Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational modelCode0
Towards Ground-truth-free Evaluation of Any Segmentation in Medical ImagesCode0
RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance SegmentationCode0
Towards Image Understanding from Deep Compression without DecodingCode0
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style TransformationCode0
Pixel Deconvolutional NetworksCode0
Unsupervised Discovery of 3D Hierarchical Structure with Generative Diffusion FeaturesCode0
Sensei: Self-Supervised Sensor Name SegmentationCode0
Towards Label-Efficient Human Matting: A Simple Baseline for Weakly Semi-Supervised Trimap-Free Human MattingCode0
Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object SegmentationCode0
SemSegBench & DetecBench: Benchmarking Reliability and Generalization Beyond ClassificationCode0
Semi-Supervised Variational Autoencoder for Survival PredictionCode0
RDCNet: Instance segmentation with a minimalist recurrent residual networkCode0
Prompting Diffusion Representations for Cross-Domain Semantic SegmentationCode0
Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region GrowingCode0
Towards Omni-supervised Referring Expression SegmentationCode0
Robustness and Overfitting Behavior of Implicit Background ModelsCode0
Robust Motion Segmentation from Pairwise MatchesCode0
RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scansCode0
Semi-Supervised Semantic Segmentation With Region RelevanceCode0
Semi-Supervised Semantic Segmentation with High- and Low-level ConsistencyCode0
Semi-Supervised Semantic Segmentation via Marginal Contextual InformationCode0
Semi-Supervised Segmentation of Multi-vendor and Multi-center Cardiac MRICode0
Towards Optimal Patch Size in Vision Transformers for Tumor SegmentationCode0
RATNUS: Rapid, Automatic Thalamic Nuclei Segmentation using Multimodal MRI inputsCode0
Physically Feasible Semantic SegmentationCode0
Robust Kidney Abnormality Segmentation: A Validation Study of an AI-Based FrameworkCode0
RASNet: Segmentation for Tracking Surgical Instruments in Surgical Videos Using Refined Attention Segmentation NetworkCode0
Word Segmentation by Separation Inference for East Asian LanguagesCode0
RAP-Net: Coarse-to-Fine Multi-Organ Segmentation with Single Random Anatomical PriorCode0
VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and ClassificationCode0
Semi-supervised Pathology Segmentation with Disentangled RepresentationsCode0
Towards Robust General Medical Image SegmentationCode0
Towards Robust Lung Segmentation in Chest Radiographs with Deep LearningCode0
Rapid Distributed Fine-tuning of a Segmentation Model Onboard SatellitesCode0
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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