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Semantic Segmentation

Papers

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Showing 2751–2800 of 14763 papers

TitleStatusHype
RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image SegmentationCode1
CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation—0
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A SurveyCode0
Uncertainty-aware self-training with expectation maximization basis transformation—0
Image segmentation of treated and untreated tumor spheroids by Fully Convolutional Networks—0
Adaptive Bidirectional Displacement for Semi-Supervised Medical Image SegmentationCode2
Predictive Accuracy-Based Active Learning for Medical Image SegmentationCode0
DmADs-Net: Dense multiscale attention and depth-supervised network for medical image segmentation—0
Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative AnalysisCode0
ASAM: Boosting Segment Anything Model with Adversarial TuningCode2
CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge DistillationCode1
LVOS: A Benchmark for Large-scale Long-term Video Object SegmentationCode2
DELINE8K: A Synthetic Data Pipeline for the Semantic Segmentation of Historical DocumentsCode0
SpecstatOR: Speckle statistics-based iOCT Segmentation Network for Ophthalmic Surgery—0
A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice AttentionCode1
Masked Multi-Query Slot Attention for Unsupervised Object DiscoveryCode0
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance ImagingCode1
MFP: Making Full Use of Probability Maps for Interactive Image SegmentationCode1
U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models—0
Swin2-MoSE: A New Single Image Super-Resolution Model for Remote SensingCode1
Clicks2Line: Using Lines for Interactive Image Segmentation—0
A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model GardenCode0
IPixMatch: Boost Semi-supervised Semantic Segmentation with Inter-Pixel Relation—0
GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic SegmentationCode0
Open-Set 3D Semantic Instance Maps for Vision Language Navigation -- O3D-SIMCode0
CLFT: Camera-LiDAR Fusion Transformer for Semantic Segmentation in Autonomous DrivingCode1
Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic EnvironmentsCode1
Segmentation Quality and Volumetric Accuracy in Medical Imaging—0
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment—0
Discriminative features pyramid network for medical image segmentationCode0
Discriminative features pyramid network for medical image segmentationCode0
Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image SegmentationCode1
Style Adaptation for Domain-adaptive Semantic Segmentation—0
Calculation of Femur Caput Collum Diaphyseal angle for X-Rays images using Semantic Segmentation—0
Self-Balanced R-CNN for Instance SegmentationCode0
Boosting Unsupervised Semantic Segmentation with Principal Mask ProposalsCode1
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic SegmentationCode2
Multi-Scale Representations by Varying Window Attention for Semantic SegmentationCode2
Multi-view Cardiac Image Segmentation via Trans-Dimensional Priors—0
Multimodal Information Interaction for Medical Image SegmentationCode2
DiffSeg: A Segmentation Model for Skin Lesions Based on Diffusion Difference—0
Semantic Segmentation Refiner for Ultrasound Applications with Zero-Shot Foundation Models—0
360SFUDA++: Towards Source-free UDA for Panoramic Segmentation by Learning Reliable Category Prototypes—0
MAS-SAM: Segment Any Marine Animal with Aggregated FeaturesCode1
Mitigating False Predictions In Unreasonable Body Regions—0
3D Freehand Ultrasound using Visual Inertial and Deep Inertial Odometry for Measuring Patellar Tracking—0
Vision Transformer-based Adversarial Domain AdaptationCode0
OMEGAS: Object Mesh Extraction from Large Scenes Guided by Gaussian SegmentationCode0
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models—0
Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain—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