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Semantic Segmentation

Papers

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Showing 12351–12400 of 14763 papers

TitleStatusHype
SL3D: Self-supervised-Self-labeled 3D RecognitionCode0
Membership Inference Attacks are Easier on Difficult ProblemsCode0
On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext TaskCode0
Skull stripping with purely synthetic dataCode0
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency ModelingCode0
Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-Labeling for Semi-Supervised Ultrasound Image SegmentationCode0
SketchyScene: Richly-Annotated Scene SketchesCode0
SJTU:Spatial judgments in multimodal models towards unified segmentation through coordinate detectionCode0
SIn-NeRF2NeRF: Editing 3D Scenes with Instructions through Segmentation and InpaintingCode0
Single-Stage Open-world Instance Segmentation with Cross-task Consistency RegularizationCode0
Single-shot Tomography of Discrete Dynamic ObjectsCode0
Video Object Segmentation using Supervoxel-Based GerrymanderingCode0
Two Video Data Sets for Tracking and Retrieval of Out of Distribution ObjectsCode0
ReCoNet: Real-time Coherent Video Style Transfer NetworkCode0
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric AnnotationsCode0
Structural Pruning via Spatial-aware Information Redundancy for Semantic SegmentationCode0
Video Object Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) SettingCode0
Structure-Aware Stylized Image Synthesis for Robust Medical Image SegmentationCode0
UAlberta at SemEval-2023 Task 1: Context Augmentation and Translation for Multilingual Visual Word Sense DisambiguationCode0
ModaNet: A Large-Scale Street Fashion Dataset with Polygon AnnotationsCode0
MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel WeightingCode0
On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problemsCode0
Video Object Segmentation With Dynamic Memory Networks and Adaptive Object AlignmentCode0
Structured Knowledge Distillation for Dense PredictionCode0
Structured Knowledge Distillation for Semantic SegmentationCode0
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited MemoryCode0
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR ImageryCode0
Real-Time Instrument Segmentation in Robotic Surgery using Auxiliary Supervised Deep Adversarial LearningCode0
Online Unsupervised Video Object Segmentation via Contrastive Motion ClusteringCode0
Single Network Panoptic Segmentation for Street Scene UnderstandingCode0
UCloudNet: A Residual U-Net with Deep Supervision for Cloud Image SegmentationCode0
Multiple Light Source Dataset for Colour ResearchCode0
multiPI-TransBTS: A Multi-Path Learning Framework for Brain Tumor Image Segmentation Based on Multi-Physical InformationCode0
Real-time instance segmentation with polygons using an Intersection-over-Union lossCode0
Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational modelCode0
Realtime Global Attention Network for Semantic SegmentationCode0
Single-Image Piece-wise Planar 3D Reconstruction via Associative EmbeddingCode0
Video Object Segmentation with Re-identificationCode0
STU-Net: Scalable and Transferable Medical Image Segmentation Models Empowered by Large-Scale Supervised Pre-trainingCode0
ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep StagingCode0
Realistic Image Normalization for Multi-Domain SegmentationCode0
READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object SegmentationCode0
SimVODIS: Simultaneous Visual Odometry, Object Detection, and Instance SegmentationCode0
Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image SegmentationCode0
Online pseudo labeling for polyp segmentation with momentum networksCode0
Simultaneous Semantic Segmentation and Outlier Detection in Presence of Domain ShiftCode0
Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and CountingCode0
U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense PredictionCode0
Online Normalization for Training Neural NetworksCode0
Simultaneous Mapping and Target Driven NavigationCode0
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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