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Semantic Segmentation

Papers

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Showing 4201–4250 of 14763 papers

TitleStatusHype
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental SegmentationCode1
EViT: An Eagle Vision Transformer with Bi-Fovea Self-AttentionCode1
Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image SegmentationCode1
WinSyn: A High Resolution Testbed for Synthetic DataCode0
Empirical Evaluation of the Segment Anything Model (SAM) for Brain Tumor Segmentation—0
CoBEVFusion: Cooperative Perception with LiDAR-Camera Bird's-Eye View Fusion—0
Hierarchical Side-Tuning for Vision Transformers—0
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision TransformersCode1
From Question to Exploration: Test-Time Adaptation in Semantic Segmentation?Code0
Unleashing the power of Neural Collapse for Transferability Estimation—0
SimPLR: A Simple and Plain Transformer for Scaling-Efficient Object Detection and Segmentation—0
ViTs are Everywhere: A Comprehensive Study Showcasing Vision Transformers in Different Domain—0
OV-PARTS: Towards Open-Vocabulary Part SegmentationCode1
Cross-Task Data Augmentation by Pseudo-label Generation for Region Based Coronary Artery Instance Segmentation—0
Human-in-the-loop: The future of Machine Learning in Automated Electron Microscopy—0
Low-Resolution Self-Attention for Semantic SegmentationCode1
Bidirectional Knowledge Reconfiguration for Lightweight Point Cloud Analysis—0
Detecting Abnormal Health Conditions in Smart Home Using a Drone—0
Geometry Aware Field-to-field Transformations for 3D Semantic Segmentation—0
Enhancing Representations through Heterogeneous Self-Supervised Learning—0
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentationCode1
SemST: Semantically Consistent Multi-Scale Image Translation via Structure-Texture Alignment—0
Structure-Preserving Instance Segmentation via Skeleton-Aware Distance Transform—0
TransCC: Transformer Network for Coronary Artery CCTA Segmentation—0
Memory-Constrained Semantic Segmentation for Ultra-High Resolution UAV Imagery—0
Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation—0
ConvNeXtv2 Fusion with Mask R-CNN for Automatic Region Based Coronary Artery Stenosis Detection for Disease DiagnosisCode0
Federated Self-Supervised Learning of Monocular Depth Estimators for Autonomous Vehicles—0
Activate and Reject: Towards Safe Domain Generalization under Category Shift—0
AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical KnowledgeCode0
Combining UPerNet and ConvNeXt for Contrails Identification to reduce Global WarmingCode0
Tool Wear Segmentation in Blanking Processes with Fully Convolutional Networks based Digital Image Processing—0
VTON-IT: Virtual Try-On using Image TranslationCode1
Semantic segmentation of longitudinal thermal images for identification of hot and cool spots in urban areas—0
Sub-token ViT Embedding via Stochastic Resonance TransformersCode0
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation—0
DiffPrompter: Differentiable Implicit Visual Prompts for Semantic-Segmentation in Adverse Conditions—0
CUPre: Cross-domain Unsupervised Pre-training for Few-Shot Cell Segmentation—0
A Deeply Supervised Semantic Segmentation Method Based on GAN—0
AI-based automated active learning for discovery of hidden dynamic processes: A use case in light microscopy—0
HartleyMHA: Self-Attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation—0
FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator—0
Combining Datasets with Different Label Sets for Improved Nucleus Segmentation and Classification—0
Ablation Study to Clarify the Mechanism of Object Segmentation in Multi-Object Representation Learning—0
Exploring DINO: Emergent Properties and Limitations for Synthetic Aperture Radar Imagery—0
Certification of Deep Learning Models for Medical Image SegmentationCode0
Ammonia-Net: A Multi-task Joint Learning Model for Multi-class Segmentation and Classification in Tooth-marked Tongue Diagnosis—0
A Metacognitive Approach to Out-of-Distribution Detection for Segmentation—0
Comprehensive Multimodal Segmentation in Medical Imaging: Combining YOLOv8 with SAM and HQ-SAM Models—0
Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders—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