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Semantic Segmentation

Papers

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Showing 13301–13350 of 14763 papers

TitleStatusHype
Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation OnlyCode0
Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRICode0
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image SegmentationCode0
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient DistillationCode0
Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point RepresentationsCode0
Exploiting Invariance in Training Deep Neural NetworksCode0
Exploiting Inherent Class Label: Towards Robust Scribble Supervised Semantic SegmentationCode0
Large-kernel Attention for Efficient and Robust Brain Lesion SegmentationCode0
Exploiting Implicit Rigidity Constraints via Weight-Sharing Aggregation for Scene Flow Estimation from Point CloudsCode0
Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional NetworkCode0
Exploring Scene Affinity for Semi-Supervised LiDAR Semantic SegmentationCode0
Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative AnalysisCode0
Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Integrate Framework: Application to Liver Tumor and Vessel 3D Reconstruction under embedded microprocessorCode0
Exploring Semantic Consistency in Unpaired Image Translation to Generate Data for Surgical ApplicationsCode0
Autoadaptive Medical Segment Anything ModelCode0
A Unified View of Masked Image ModelingCode0
Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive SegmentationCode0
Exploiting Depth Information for Wildlife MonitoringCode0
Explicit Shape Encoding for Real-Time Instance SegmentationCode0
Exploring Spatial Context for 3D Semantic Segmentation of Point CloudsCode0
All You Need is RAW: Defending Against Adversarial Attacks with Camera Image PipelinesCode0
Exploring Target Representations for Masked AutoencodersCode0
Exploring Temporal Information for Improved Video UnderstandingCode0
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond AberrationsCode0
Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance PropagationCode0
Large Scale Correlation Clustering OptimizationCode0
Image Segmentation Using Hierarchical Merge TreeCode0
M^6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout AnalysisCode0
Expectation-Maximization Attention Networks for Semantic SegmentationCode0
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic UnderstandingCode0
Large-Scale Electron Microscopy Image Segmentation in SparkCode0
LiDAR guided Small obstacle SegmentationCode0
Exploring Token-Level Augmentation in Vision Transformer for Semi-Supervised Semantic SegmentationCode0
Every Annotation Counts: Multi-label Deep Supervision for Medical Image SegmentationCode0
Image Segmentation using Sparse Subset SelectionCode0
Large-scale image segmentation based on distributed clustering algorithmsCode0
Event Cameras, Contrast Maximization and Reward Functions: An AnalysisCode0
EVAC+: Multi-scale V-net with Deep Feature CRF Layers for Brain ExtractionCode0
Point Cloud Semantic Segmentation with Sparse and Inhomogeneous AnnotationsCode0
Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation ModelsCode0
USE-Evaluator: Performance Metrics for Medical Image Segmentation Models with Uncertain, Small or Empty Reference AnnotationsCode0
Evaluation of Data Augmentation and Loss Functions in Semantic Image Segmentation for Drilling Tool Wear DetectionCode0
Unsupervised Object Segmentation by RedrawingCode0
Large-scale Point Cloud Semantic Segmentation with Superpoint GraphsCode0
Evaluation and improvement of Segment Anything Model for interactive histopathology image segmentationCode0
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene SegmentationCode0
A Unified Query-based Paradigm for Camouflaged Instance SegmentationCode0
Evaluating the Robustness of Off-Road Autonomous Driving Segmentation against Adversarial Attacks: A Dataset-Centric analysisCode0
All-pairs Consistency Learning for Weakly Supervised Semantic SegmentationCode0
ExtremeC3Net: Extreme Lightweight Portrait Segmentation Networks using Advanced C3-modulesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified