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Semantic Segmentation

Papers

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Showing 6501–6550 of 14763 papers

TitleStatusHype
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation—0
Self-Supervised Pre-training of 3D Point Cloud Networks with Image Data—0
Towards Automated Polyp Segmentation Using Weakly- and Semi-Supervised Learning and Deformable Transformers—0
LoopDA: Constructing Self-loops to Adapt Nighttime Semantic SegmentationCode0
Doubly Contrastive End-to-End Semantic Segmentation for Autonomous Driving under Adverse WeatherCode0
Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic SegmentationCode1
EHSNet: End-to-End Holistic Learning Network for Large-Size Remote Sensing Image Semantic Segmentation—0
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond AberrationsCode0
Vision Transformer with Super Token SamplingCode1
Task-Specific Data Augmentation and Inference Processing for VIPriors Instance Segmentation Challenge—0
Self-Supervised 3D Traversability Estimation with Proxy Bank Guidance—0
Semantic Segmentation for Fully Automated Macrofouling Analysis on Coatings after Field ExposureCode0
SLLEN: Semantic-aware Low-light Image Enhancement Network—0
ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image SegmentationCode1
Mean Shift Mask Transformer for Unseen Object Instance SegmentationCode1
L-MAE: Masked Autoencoders are Semantic Segmentation Datasets Augmenter—0
Progressively Dual Prior Guided Few-shot Semantic Segmentation—0
Coarse-to-fine Task-driven Inpainting for Geoscience Images—0
Attention-based Class Activation Diffusion for Weakly-Supervised Semantic Segmentation—0
Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis—0
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities—0
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item DetectionCode1
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World SurveillanceCode1
SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification—0
Multi-view Inverse Rendering for Large-scale Real-world Indoor ScenesCode1
The Runner-up Solution for YouTube-VIS Long Video Challenge 2022—0
Delving into Transformer for Incremental Semantic Segmentation—0
LVOS: A Benchmark for Long-term Video Object SegmentationCode1
DeepVoxNet2: Yet another CNN frameworkCode1
3D-QueryIS: A Query-based Framework for 3D Instance Segmentation—0
CAE v2: Context Autoencoder with CLIP Target—0
Convolutional neural networks for medical image segmentation—0
Towards All-in-one Pre-training via Maximizing Multi-modal Mutual InformationCode1
Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation—0
TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation—0
Dwelling Type Classification for Disaster Risk Assessment Using Satellite Imagery—0
Interclass Prototype Relation for Few-Shot Segmentation—0
Mitigating Urban-Rural Disparities in Contrastive Representation Learning with Satellite ImageryCode0
A Generalized Framework for Video Instance SegmentationCode1
ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDACode0
Semi-Supervised and Self-Supervised Collaborative Learning for Prostate 3D MR Image Segmentation—0
Uncertainty-Aware Multi-Parametric Magnetic Resonance Image Information Fusion for 3D Object Segmentation—0
Label-Efficient Object Detection via Region Proposal Network Pre-Training—0
Prompt Tuning for Parameter-efficient Medical Image SegmentationCode1
Robust Online Video Instance Segmentation with Track QueriesCode0
Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation—0
Masked Reconstruction Contrastive Learning with Information Bottleneck Principle—0
A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning—0
ConvFormer: Combining CNN and Transformer for Medical Image Segmentation—0
False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing ImageCode1
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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