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Semantic Segmentation

Papers

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Showing 4951–4975 of 14763 papers

TitleStatusHype
Deep Learning Approach for Building Detection in Satellite Multispectral Imagery—0
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger—0
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review—0
Deep learning approaches to Earth Observation change detection—0
Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation—0
Deep learning approaches for neural decoding: from CNNs to LSTMs and spikes to fMRI—0
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications—0
Deep learning and its application to medical image segmentation—0
AlphaNet: An Attention Guided Deep Network for Automatic Image Matting—0
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets—0
Geometry in Active Learning for Binary and Multi-class Image Segmentation—0
Deep Leaning-Based Ultra-Fast Stair Detection—0
AxonCallosumEM Dataset: Axon Semantic Segmentation of Whole Corpus Callosum cross section from EM Images—0
ALP: Action-Aware Embodied Learning for Perception—0
Deep Label Fusion: A 3D End-to-End Hybrid Multi-Atlas Segmentation and Deep Learning Pipeline—0
Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection—0
Geometry-Constrained Monocular Scale Estimation Using Semantic Segmentation for Dynamic Scenes—0
Geomorphological Analysis Using Unpiloted Aircraft Systems, Structure from Motion, and Deep Learning—0
Deep Joint Task Learning for Generic Object Extraction—0
AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation—0
Deep Joint Source-Channel Coding for Multi-Task Network—0
ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation—0
Deep Integrated Pipeline of Segmentation Guided Classification of Breast Cancer from Ultrasound Images—0
A Weakly Supervised Method for Instance Segmentation of Biological Cells—0
Deep Instance Segmentation with Automotive Radar Detection Points—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
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