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Semantic Segmentation

Papers

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Showing 10951–11000 of 14763 papers

TitleStatusHype
Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery—0
Firearm Detection via Convolutional Neural Networks: Comparing a Semantic Segmentation Model Against End-to-End Solutions—0
Semi-Global Shape-aware Network—0
Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation—0
S3CNet: A Sparse Semantic Scene Completion Network for LiDAR Point Clouds—0
Unsupervised Image Segmentation using Mutual Mean-Teaching—0
Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation—0
Evaluation of deep learning-based myocardial infarction quantification using Segment CMR software—0
CosSGD: Communication-Efficient Federated Learning with a Simple Cosine-Based Quantization—0
mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets—0
Cross-Domain Grouping and Alignment for Domain Adaptive Semantic SegmentationCode0
Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation—0
Image Inpainting Guided by Coherence Priors of Semantics and Textures—0
REFINE: Prediction Fusion Network for Panoptic Segmentation—0
Semantic-Guided Representation Enhancement for Self-supervised Monocular Trained Depth Estimation—0
Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise FocusCode0
Learning Collision-Free Space Detection from Stereo Images: Homography Matrix Brings Better Data Augmentation—0
D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation—0
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty EstimatesCode0
Information-Theoretic Segmentation by Inpainting Error MaximizationCode0
DeepGamble: Towards unlocking real-time player intelligence using multi-layer instance segmentation and attribute detection—0
Contrastive Learning for Label-Efficient Semantic Segmentation—0
Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos—0
Confidence Estimation via Auxiliary Models—0
Effect of the regularization hyperparameter on deep learning-based segmentation in LGE-MRI—0
Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive SegmentationCode0
Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding—0
Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation—0
Semi-supervised Active Learning for Instance Segmentation via Scoring Predictions—0
Improving Gradient Flow with Unrolled Highway Expectation Maximization—0
Competitive Simplicity for Multi-Task Learning for Real-Time Foggy Scene Understanding via Domain Adaptation—0
AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation—0
Continual Adaptation of Visual Representations via Domain Randomization and Meta-learningCode0
ODFNet: Using orientation distribution functions to characterize 3D point cloudsCode0
Rotation-Invariant Point Convolution With Multiple Equivariant Alignments—0
The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics—0
nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation—0
CARAFE++: Unified Content-Aware ReAssembly of FEatures—0
Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation—0
Learning Video Instance Segmentation with Recurrent Graph Neural Networks—0
Computer Stereo Vision for Autonomous Driving—0
Self-Training for Class-Incremental Semantic Segmentation—0
Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks—0
Offset Curves Loss for Imbalanced Problem in Medical Segmentation—0
F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation—0
Generalized Object Detection on Fisheye Cameras for Autonomous Driving: Dataset, Representations and Baseline—0
Domain Adaptation on Semantic Segmentation for Aerial Images—0
BoxInst: High-Performance Instance Segmentation with Box Annotations—0
Wisdom of Committees: An Overlooked Approach To Faster and More Accurate Models—0
Single-shot Path Integrated Panoptic Segmentation—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