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Segmentation

Papers

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Showing 6401–6450 of 13072 papers

TitleStatusHype
PaCa-ViT: Learning Patch-to-Cluster Attention in Vision TransformersCode1
On the Effect of Pre-Processing and Model Complexity for Plastic Analysis Using Short-Wave-Infrared Hyper-Spectral Imaging—0
Word Order Does Matter (And Shuffled Language Models Know It)—0
Neural Token Segmentation for High Token-Internal Complexity—0
ME-Net: Multi-Encoder Net Framework for Brain Tumor Segmentation—0
Segmenting Medical Instruments in Minimally Invasive Surgeries using AttentionMask—0
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal DistillationCode1
Tree Energy Loss: Towards Sparsely Annotated Semantic SegmentationCode1
Semantic Segmentation with Active Semi-Supervised Learning—0
Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation—0
Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysisCode1
Robust Visual Tracking by SegmentationCode1
TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers—0
Soft-CP: A Credible and Effective Data Augmentation for Semantic Segmentation of Medical Lesions—0
Adversarial Mutual Leakage Network for Cell Image Segmentation—0
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-LearningCode0
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation—0
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic SegmentationCode1
Local-Global Context Aware Transformer for Language-Guided Video SegmentationCode1
Unbiased Subclass Regularization for Semi-Supervised Semantic SegmentationCode1
ContrastMask: Contrastive Learning to Segment Every ThingCode1
Completing Partial Point Clouds with Outliers by Collaborative Completion and Segmentation—0
Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation—0
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic SegmentationCode1
ESS: Learning Event-based Semantic Segmentation from Still ImagesCode1
Surface Defect Detection and Evaluation for Marine Vessels using Multi-Stage Deep Learning—0
Multi-similarity based Hyperrelation Network for few-shot segmentationCode1
Label conditioned segmentationCode0
An Active Contour Model with Local Variance Force Term and Its Efficient Minimization Solver for Multi-phase Image Segmentation—0
Simulation-Driven Training of Vision Transformers Enabling Metal Segmentation in X-Ray Images—0
CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in SegmentationCode0
3D-UCaps: 3D Capsules Unet for Volumetric Image SegmentationCode1
RBC: Rectifying the Biased Context in Continual Semantic Segmentation—0
Data Efficient 3D Learner via Knowledge Transferred from 2D ModelCode1
Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation—0
WegFormer: Transformers for Weakly Supervised Semantic Segmentation—0
Hyperbolic Uncertainty Aware Semantic Segmentation—0
Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image SegmentationCode1
Point-Unet: A Context-aware Point-based Neural Network for Volumetric SegmentationCode1
Object discovery and representation networksCode0
Scribble-Supervised LiDAR Semantic SegmentationCode2
CapsNet for Medical Image Segmentation—0
BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages—0
UNet Architectures in Multiplanar Volumetric Segmentation -- Validated on Three Knee MRI CohortsCode1
CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics DataCode1
A multi-organ point cloud registration algorithm for abdominal CT registration—0
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic SegmentationCode1
SATS: Self-Attention Transfer for Continual Semantic SegmentationCode1
Neural Radiance Projection—0
Implicit Motion Handling for Video Camouflaged Object DetectionCode1
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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