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Semantic Segmentation

Papers

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Showing 13051–13100 of 14763 papers

TitleStatusHype
DDOS: The Drone Depth and Obstacle Segmentation Dataset—0
De^2Gaze: Deformable and Decoupled Representation Learning for 3D Gaze Estimation—0
Deceiving End-to-End Deep Learning Malware Detectors using Adversarial Examples—0
Decentralized Differentially Private Segmentation with PATE—0
DeceptionNet: Network-Driven Domain Randomization—0
Decoder Modulation for Indoor Depth Completion—0
Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation—0
Decomposition-based and Interference Perception for Infrared and Visible Image Fusion in Complex Scenes—0
Deconvolutional Feature Stacking for Weakly-Supervised Semantic Segmentation—0
Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks—0
Decoupled Motion Expression Video Segmentation—0
Decoupled Pyramid Correlation Network for Liver Tumor Segmentation from CT images—0
Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation—0
Dedicated Inference Engine and Binary-Weight Neural Networks for Lightweight Instance Segmentation—0
Deep-6DPose: Recovering 6D Object Pose from a Single RGB Image—0
Deep Active Contours Using Locally Controlled Distance Vector Flow—0
Deep Active Learning for Multi-Label Classification of Remote Sensing Images—0
Deep Affinity Net: Instance Segmentation via Affinity—0
Deep-ASPECTS: A Segmentation-Assisted Model for Stroke Severity Measurement—0
Deep Attention Unet: A Network Model with Global Feature Perception Ability—0
Deep Bayesian U-Nets for Efficient, Robust and Reliable Post-Disaster Damage Localization—0
Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks—0
DeepCenterline: a Multi-task Fully Convolutional Network for Centerline Extraction—0
Deep Classification Network for Monocular Depth Estimation—0
Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation—0
Deep Compatible Learning for Partially-Supervised Medical Image Segmentation—0
Deep Conditional Shape Models for 3D cardiac image segmentation—0
Deep Consensus Learning—0
DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection—0
Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation—0
Deep Convolutional Neural Networks Meet Variational Shape Compactness Priors for Image Segmentation—0
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation—0
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks—0
DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks—0
DeepDamageNet: A two-step deep-learning model for multi-disaster building damage segmentation and classification using satellite imagery—0
DeepDefacer: Automatic Removal of Facial Features via U-Net Image Segmentation—0
Deep, Dense, and Low-Rank Gaussian Conditional Random Fields—0
Deep Deterministic Uncertainty: A New Simple Baseline—0
Deep Deterministic Uncertainty for Semantic Segmentation—0
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation—0
Deep Dual Learning for Semantic Image Segmentation—0
DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories—0
Deep Dual Pyramid Network for Barcode Segmentation using Barcode-30k Database—0
DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection—0
Deep End2End Voxel2Voxel Prediction—0
Deep Ensemble approach for Enhancing Brain Tumor Segmentation in Resource-Limited Settings—0
Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs—0
Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation—0
Deep ensembles in bioimage segmentation—0
DeeperLab: Single-Shot Image Parser—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