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Semantic Segmentation

Papers

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Showing 4251–4300 of 14763 papers

TitleStatusHype
CLIP Is Also a Good Teacher: A New Learning Framework for Inductive Zero-shot Semantic Segmentation—0
OCU-Net: A Novel U-Net Architecture for Enhanced Oral Cancer Segmentation—0
Multi-Prompt Fine-Tuning of Foundation Models for Enhanced Medical Image Segmentation—0
Randomized Dimension Reduction with Statistical Guarantees—0
TransRadar: Adaptive-Directional Transformer for Real-Time Multi-View Radar Semantic SegmentationCode1
Zero-Shot Refinement of Buildings' Segmentation Models using SAMCode1
Trainable Noise Model as an XAI evaluation method: application on Sobol for remote sensing image segmentationCode1
CoralVOS: Dataset and Benchmark for Coral Video Segmentation—0
Extending CAM-based XAI methods for Remote Sensing Imagery SegmentationCode1
Exploring Model Learning Heterogeneity for Boosting Ensemble RobustnessCode0
A quantum segmentation algorithm based on local adaptive threshold for NEQR image—0
Quantum Image Segmentation Based on Grayscale Morphology—0
Elastic Interaction Energy-Informed Real-Time Traffic Scene Perception—0
Efficient Remote Sensing Segmentation With Generative Adversarial Transformer—0
A simple thinking about the application of the attention mechanism in medical ultrasound image segmentation taskCode0
Cross-adversarial local distribution regularization for semi-supervised medical image segmentation—0
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense PredictionCode2
STARS: Zero-shot Sim-to-Real Transfer for Segmentation of Shipwrecks in Sonar Imagery—0
Multi-task Learning with 3D-Aware RegularizationCode1
Improved Crop and Weed Detection with Diverse Data Ensemble Learning—0
LoCUS: Learning Multiscale 3D-consistent Features from Posed Images—0
Adapting Vision Foundation Models for Plant Phenotyping—0
Counterfactual Image Generation for adversarially robust and interpretable Classifiers—0
PharmacoNet: Accelerating Large-Scale Virtual Screening by Deep Pharmacophore ModelingCode1
Propagating Semantic Labels in Video Data—0
Win-Win: Training High-Resolution Vision Transformers from Two Windows—0
Self-supervised Learning of Contextualized Local Visual EmbeddingsCode0
Technical Report of 2023 ABO Fine-grained Semantic Segmentation Competition—0
Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology—0
Dual-Augmented Transformer Network for Weakly Supervised Semantic Segmentation—0
An easy zero-shot learning combination: Texture Sensitive Semantic Segmentation IceHrNet and Advanced Style Transfer Learning StrategyCode0
Diff-DOPE: Differentiable Deep Object Pose Estimation—0
DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable ConvolutionCode1
Text-image Alignment for Diffusion-based PerceptionCode1
YOLOR-Based Multi-Task LearningCode5
Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data—0
Model2Scene: Learning 3D Scene Representation via Contrastive Language-CAD Models Pre-training—0
SegRCDB: Semantic Segmentation via Formula-Driven Supervised LearningCode1
Towards Complex-query Referring Image Segmentation: A Novel Benchmark—0
nnSAM: Plug-and-play Segment Anything Model Improves nnUNet PerformanceCode2
COMNet: Co-Occurrent Matching for Weakly Supervised Semantic Segmentation—0
A Foundation Model for General Moving Object Segmentation in Medical ImagesCode0
Advances in Kidney Biopsy Lesion Assessment through Dense Instance Segmentation—0
APNet: Urban-level Scene Segmentation of Aerial Images and Point CloudsCode1
Deep Learning based Systems for Crater Detection: A Review—0
CtxMIM: Context-Enhanced Masked Image Modeling for Remote Sensing Image Understanding—0
Superpixel Transformers for Efficient Semantic Segmentation—0
Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection—0
Radar Instance Transformer: Reliable Moving Instance Segmentation in Sparse Radar Point Clouds—0
Uncertainty Quantification for Eosinophil Segmentation—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
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