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Semantic Segmentation

Papers

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Showing 13351–13400 of 14763 papers

TitleStatusHype
Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation—0
DIAL: Dense Image-text ALignment for Weakly Supervised Semantic Segmentation—0
DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation—0
Dictionary-based Framework for Interpretable and Consistent Object Parsing—0
Did Evolution get it right? An evaluation of Near-Infrared imaging in semantic scene segmentation using deep learning—0
DidSee: Diffusion-Based Depth Completion for Material-Agnostic Robotic Perception and Manipulation—0
Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation—0
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification—0
DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment—0
Diff-DOPE: Differentiable Deep Object Pose Estimation—0
Differentiable Bayesian Neural Network Inference for Data Streams—0
Differentiable Channel Sparsity Search via Weight Sharing within Filters—0
Differentiable Meta-learning Model for Few-shot Semantic Segmentation—0
Differentiable Programming for Piecewise Polynomial Functions—0
Differentiable Projection for Constrained Deep Learning—0
Differentiable Rendering: A Survey—0
Differentiable Sensor Layouts for End-to-End Learning of Task-Specific Camera Parameters—0
Differentiable Spline Approximations—0
Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation—0
Differentiating Features for Scene Segmentation Based on Dedicated Attention Mechanisms—0
DiffMap: Enhancing Map Segmentation with Map Prior Using Diffusion Model—0
DiffPose: SpatioTemporal Diffusion Model for Video-Based Human Pose Estimation—0
DiffPrompter: Differentiable Implicit Visual Prompts for Semantic-Segmentation in Adverse Conditions—0
DiffSeg: A Segmentation Model for Skin Lesions Based on Diffusion Difference—0
Free-Mask: A Novel Paradigm of Integration Between the Segmentation Diffusion Model and Image Editing to Improve Segmentation Ability—0
DiffusePast: Diffusion-based Generative Replay for Class Incremental Semantic Segmentation—0
Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models—0
Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation—0
Diffusion-based RGB-D Semantic Segmentation with Deformable Attention Transformer—0
Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation—0
DifNet: Semantic Segmentation by Diffusion Networks—0
DIGEST: Deeply supervIsed knowledGE tranSfer neTwork learning for brain tumor segmentation with incomplete multi-modal MRI scans—0
Digital Image Processing Applied To Object Segmentation By Intensity And Motion—0
Digital Rock Typing DRT Algorithm Formulation with Optimal Supervised Semantic Segmentation—0
Digitization of Raster Logs: A Deep Learning Approach—0
Dilated Balanced Cross Entropy Loss for Medical Image Segmentation—0
Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI—0
Dilated Convolution with Learnable Spacings—0
Dilated SpineNet for Semantic Segmentation—0
Dilated Temporal Fully-Convolutional Network for Semantic Segmentation of Motion Capture Data—0
Dimensions of Motion: Monocular Prediction through Flow Subspaces—0
DiM: f-Divergence Minimization Guided Sharpness-Aware Optimization for Semi-supervised Medical Image Segmentation—0
Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation—0
DINOv2-powered Few-Shot Semantic Segmentation: A Unified Framework via Cross-Model Distillation and 4D Correlation Mining—0
Atomic number estimation of dual energy cargo radiographs using a semiempirical transparency model—0
Direct Estimation of Appearance Models for Segmentation—0
Direct White Matter Bundle Segmentation using Stacked U-Nets—0
Disaggregation of SMAP L3 Brightness Temperatures to 9km using Kernel Machines—0
DISCO: Distributed Inference with Sparse Communications—0
DISCOMAN: Dataset of Indoor SCenes for Odometry, Mapping And Navigation—0
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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
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