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Semantic Segmentation

Papers

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Showing 8351–8400 of 14763 papers

TitleStatusHype
Uncertainty Calibration and its Application to Object DetectionCode0
PatchDCT: Patch Refinement for High Quality Instance SegmentationCode0
Top-Down Beats Bottom-Up in 3D Instance SegmentationCode0
Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks—0
From CAD models to soft point cloud labels: An automatic annotation pipeline for cheaply supervised 3D semantic segmentation—0
Exploiting Partial Common Information Microstructure for Multi-Modal Brain Tumor SegmentationCode0
Selecting the Best Optimizers for Deep Learning based Medical Image Segmentation—0
Multi-Task Self-Supervised Learning for Image Segmentation Task—0
Weakly-Supervised 3D Medical Image Segmentation using Geometric Prior and Contrastive Similarity—0
Model Stitching and Visualization How GAN Generators can Invert Networks in Real-Time—0
Variational multichannel multiclass segmentation using unsupervised lifting with CNNs—0
Semantic Diffusion Network for Semantic Segmentation—0
Knowledge Distillation in Vision Transformers: A Critical Review—0
Leveraging weak complementary labels to improve semantic segmentation of hepatocellular carcinoma and cholangiocarcinoma in H&E-stained slides—0
Offloading Deep Learning Powered Vision Tasks from UAV to 5G Edge Server with Denoising—0
Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt—0
AOP-Net: All-in-One Perception Network for Joint LiDAR-based 3D Object Detection and Panoptic Segmentation—0
Continuous U-Net: Faster, Greater and Noiseless—0
Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans—0
Fuzzy Superpixel-based Image Segmentation—0
Improved distinct bone segmentation in upper-body CT through multi-resolution networksCode0
ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic ConsistencyCode0
Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images—0
FractalAD: A simple industrial anomaly detection method using fractal anomaly generation and backbone knowledge distillationCode0
Deep Monocular Hazard Detection for Safe Small Body LandingCode0
Maximal Cliques on Multi-Frame Proposal Graph for Unsupervised Video Object Segmentation—0
Supervised and Contrastive Self-Supervised In-Domain Representation Learning for Dense Prediction Problems in Remote Sensing—0
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans—0
Weakly Supervised Image Segmentation Beyond Tight Bounding Box AnnotationsCode0
Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging DataCode0
ClusterFuG: Clustering Fully connected Graphs by MulticutCode0
Dual-View Selective Instance Segmentation Network for Unstained Live Adherent Cells in Differential Interference Contrast Images—0
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation—0
Learning Good Features to Transfer Across Tasks and Domains—0
Semantic Segmentation Enhanced Transformer Model for Human Attention Prediction—0
Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities—0
The Projection-Enhancement Network (PEN)Code0
Flow-guided Semi-supervised Video Object Segmentation—0
Victoria Amazonica Optimization (VAO): An Algorithm Inspired by the Giant Water Lily PlantCode0
Towards Robust Video Instance Segmentation with Temporal-Aware Transformer—0
Occlusion Reasoning for Skeleton Extraction of Self-Occluded Tree Canopies—0
FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation—0
Estimation of mitral valve hinge point coordinates -- deep neural net for echocardiogram segmentation—0
Point Cloud Data Simulation and Modelling with Aize Workspace—0
Model-based inexact graph matching on top of CNNs for semantic scene understandingCode0
Reslicing Ultrasound Images for Data Augmentation and Vessel Reconstruction—0
Three-dimensional reconstruction and characterization of bladder deformations—0
Training Semantic Segmentation on Heterogeneous Datasets—0
Sharp Eyes: A Salient Object Detector Working The Same Way as Human Visual CharacteristicsCode0
Curvilinear object segmentation in medical images based on ODoS filter and deep learning network—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