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Semantic Segmentation

Papers

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Showing 4501–4550 of 14763 papers

TitleStatusHype
When 3D Bounding-Box Meets SAM: Point Cloud Instance Segmentation with Weak-and-Noisy Supervision—0
Unsupervised bias discovery in medical image segmentationCode0
dacl10k: Benchmark for Semantic Bridge Damage SegmentationCode1
Dense Voxel 3D Reconstruction Using a Monocular Event Camera—0
OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance SegmentationCode2
AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-AggregationCode0
Self-supervised Semantic Segmentation: Consistency over TransformationCode1
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture DetectionCode1
Bellybutton: Accessible and Customizable Deep-Learning Image Segmentation—0
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image SegmentationCode2
Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image SegmentationCode0
BTSeg: Barlow Twins Regularization for Domain Adaptation in Semantic SegmentationCode0
Decoupled Local Aggregation for Point Cloud LearningCode1
Coarse-to-Fine Amodal Segmentation with Shape PriorCode1
Towards Optimal Patch Size in Vision Transformers for Tumor SegmentationCode0
Ref-Diff: Zero-shot Referring Image Segmentation with Generative ModelsCode1
Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-LearningCode1
Shape of my heart: Cardiac models through learned signed distance functions—0
PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy PredictionCode1
Semantic Image Synthesis via Class-Adaptive Cross-AttentionCode0
SAM-Med2DCode3
Software multiplataforma para a segmentação de vasos sanguíneos em imagens da retina—0
IIDM: Inter and Intra-domain Mixing for Semi-supervised Domain Adaptation in Semantic Segmentation—0
A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising ModelsCode1
Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy DataCode0
CongNaMul: A Dataset for Advanced Image Processing of Soybean Sprouts—0
Deep Video Codec Control for Vision Models—0
Shatter and Gather: Learning Referring Image Segmentation with Text SupervisionCode1
CamoFA: A Learnable Fourier-based Augmentation for Camouflage Segmentation—0
Pseudo-Boolean Polynomials Approach To Edge Detection And Image Segmentation—0
NOVIS: A Case for End-to-End Near-Online Video Instance Segmentation—0
Learning to Upsample by Learning to SampleCode1
Complementing Onboard Sensors with Satellite Map: A New Perspective for HD Map ConstructionCode1
Abdominal Multi-Organ Segmentation Based on Feature Pyramid Network and Spatial Recurrent Neural Network—0
3D Adversarial Augmentations for Robust Out-of-Domain Predictions—0
Copy-Paste Image Augmentation with Poisson Image Editing for Ultrasound Instance Segmentation Learning—0
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ SegmentationCode0
Entropy-based Guidance of Deep Neural Networks for Accelerated Convergence and Improved Performance—0
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample AssessmentCode0
Multilayer Multiset Neuronal Networks -- MMNNs—0
SAM-PARSER: Fine-tuning SAM Efficiently by Parameter Space Reconstruction—0
Referring Image Segmentation Using Text SupervisionCode1
VideoCutLER: Surprisingly Simple Unsupervised Video Instance SegmentationCode3
Semi-Supervised Learning for Visual Bird's Eye View Semantic SegmentationCode1
Semi-Supervised Semantic Depth Estimation using Symbiotic Transformer and NearFarMix Augmentation—0
Compositional Semantic Mix for Domain Adaptation in Point Cloud SegmentationCode1
Attention-Guided Lidar Segmentation and Odometry Using Image-to-Point Cloud Saliency TransferCode0
Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation—0
1st Place Solution for the 5th LSVOS Challenge: Video Instance SegmentationCode1
Superpixels algorithms through network community detectionCode0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

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