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Semantic Segmentation

Papers

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Showing 7801–7850 of 14763 papers

TitleStatusHype
Deep Learning Approach for Building Detection in Satellite Multispectral Imagery—0
Is Foreground Prototype Sufficient? Few-Shot Medical Image Segmentation with Background-Fused Prototype—0
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review—0
Deep learning approaches to Earth Observation change detection—0
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger—0
Live-wire 3D medical images segmentation—0
Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation—0
3D Segmentation of Humans in Point Clouds with Synthetic Data—0
LIX: Implicitly Infusing Spatial Geometric Prior Knowledge into Visual Semantic Segmentation for Autonomous Driving—0
Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification—0
LKASeg:Remote-Sensing Image Semantic Segmentation with Large Kernel Attention and Full-Scale Skip Connections—0
Deep learning for image segmentation: veritable or overhyped?—0
LlamaSeg: Image Segmentation via Autoregressive Mask Generation—0
Deep learning approaches for neural decoding: from CNNs to LSTMs and spikes to fMRI—0
ISCUTE: Instance Segmentation of Cables Using Text Embedding—0
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications—0
LLM-Guided Taxonomy and Hierarchical Uncertainty for 3D Point CLoud Active Learning—0
Is Continual Learning Ready for Real-world Challenges?—0
Deep learning and its application to medical image segmentation—0
AlphaNet: An Attention Guided Deep Network for Automatic Image Matting—0
ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification—0
LMSeg: A deep graph message-passing network for efficient and accurate semantic segmentation of large-scale 3D landscape meshes—0
Deep Leaning-Based Ultra-Fast Stair Detection—0
Local Background Estimation for Improved Gas Plume Identification in Hyperspectral Images—0
Irregular Convolutional Neural Networks—0
Local Context Attention for Salient Object Segmentation—0
AxonCallosumEM Dataset: Axon Semantic Segmentation of Whole Corpus Callosum cross section from EM Images—0
Iris Recognition with a Database of Iris Images Obtained in Visible Light Using Smartphone Camera—0
Iris recognition in cases of eye pathology—0
Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation—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
ALP: Action-Aware Embodied Learning for Perception—0
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets—0
IPPON: Common Sense Guided Informative Path Planning for Object Goal Navigation—0
Localization and Expansion: A Decoupled Framework for Point Cloud Few-shot Semantic Segmentation—0
iPose: Instance-Aware 6D Pose Estimation of Partly Occluded Objects—0
Deep Joint Task Learning for Generic Object Extraction—0
IPixMatch: Boost Semi-supervised Semantic Segmentation with Inter-Pixel Relation—0
Localized Randomized Smoothing for Collective Robustness Certification—0
IPatch: A Remote Adversarial Patch—0
Deep Joint Source-Channel Coding for Multi-Task Network—0
AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation—0
Localizing Adverts in Outdoor Scenes—0
IoU is not submodular—0
Locally Adaptive Learning Loss for Semantic Image Segmentation—0
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation—0
Deep Integrated Pipeline of Segmentation Guided Classification of Breast Cancer from Ultrasound Images—0
Invisible-to-Visible: Privacy-Aware Human Instance Segmentation using Airborne Ultrasound via Collaborative Learning Variational Autoencoder—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