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Semantic Segmentation

Papers

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Showing 5001–5050 of 14763 papers

TitleStatusHype
Active Learning for Point Cloud Semantic Segmentation via Spatial-Structural Diversity Reasoning—0
GMS-VINS:Multi-category Dynamic Objects Semantic Segmentation for Enhanced Visual-Inertial Odometry Using a Promptable Foundation Model—0
GNCAF: A GNN-based Neighboring Context Aggregation Framework for Tertiary Lymphoid Structures Semantic Segmentation in WSI—0
Going Deeper into Action Recognition: A Survey—0
Deep FusionNet for Point Cloud Semantic Segmentation—0
A Vanilla Multi-Task Framework for Dense Visual Prediction Solution to 1st VCL Challenge -- Multi-Task Robustness Track—0
Deep Free-Form Deformation Network for Object-Mask Registration—0
DeepFracture: A Generative Approach for Predicting Brittle Fractures with Neural Discrete Representation Learning—0
AuxNet: Auxiliary tasks enhanced Semantic Segmentation for Automated Driving—0
All You Need is LUV: Unsupervised Collection of Labeled Images using Invisible UV Fluorescent Indicators—0
All you need is a second look: Towards Tighter Arbitrary shape text detection—0
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation—0
SAGE: A Framework of Precise Retrieval for RAG—0
Deep feature transfer between localization and segmentation tasks—0
Deep feature selection-and-fusion for RGB-D semantic segmentation—0
GMISeg: General Medical Image Segmentation without Re-Training—0
Auxiliary Learning by Implicit Differentiation—0
Deepfake Image Generation for Improved Brain Tumor Segmentation—0
DeepFake Detection Based on the Discrepancy Between the Face and its Context—0
Globe230k: A Benchmark Dense-Pixel Annotation Dataset for Global Land Cover Mapping—0
AUTV: Creating Underwater Video Datasets with Pixel-wise Annotations—0
DeeperLab: Single-Shot Image Parser—0
Deep ensembles in bioimage segmentation—0
All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting—0
GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild—0
GraphBGS: Background Subtraction via Recovery of Graph Signals—0
Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation—0
Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs—0
Deep Ensemble approach for Enhancing Brain Tumor Segmentation in Resource-Limited Settings—0
Deep End2End Voxel2Voxel Prediction—0
All You Need is a Second Look: Towards Arbitrary-Shaped Text Detection—0
DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection—0
Deep Dual Pyramid Network for Barcode Segmentation using Barcode-30k Database—0
DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories—0
AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder—0
Active learning for efficient annotation in precision agriculture: a use-case on crop-weed semantic segmentation—0
Deep Dual Learning for Semantic Image Segmentation—0
Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction—0
AutoPET III Challenge: PET/CT Semantic Segmentation—0
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation—0
Active Learning Enabled Low-cost Cell Image Segmentation Using Bounding Box Annotation—0
Deep Deterministic Uncertainty for Semantic Segmentation—0
Deep Deterministic Uncertainty: A New Simple Baseline—0
Deep, Dense, and Low-Rank Gaussian Conditional Random Fields—0
DeepDefacer: Automatic Removal of Facial Features via U-Net Image Segmentation—0
Global Optimality Guarantees for Nonconvex Unsupervised Video Segmentation—0
DeepDamageNet: A two-step deep-learning model for multi-disaster building damage segmentation and classification using satellite imagery—0
AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning—0
DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks—0
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks—0
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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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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