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Semantic Segmentation

Papers

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Showing 7501–7550 of 14763 papers

TitleStatusHype
Deep learning for semantic segmentation of remote sensing images with rich spectral content—0
Learning Point Embeddings from Shape Repositories for Few-Shot Segmentation—0
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling—0
Learning Position and Target Consistency for Memory-based Video Object Segmentation—0
KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation—0
Learning Propagation for Arbitrarily-structured Data—0
Deep Learning for Semantic Part Segmentation with High-Level Guidance—0
Deep Learning for Ranking Response Surfaces with Applications to Optimal Stopping Problems—0
Active Testing: An Efficient and Robust Framework for Estimating Accuracy—0
Kaiwu: A Multimodal Manipulation Dataset and Framework for Robot Learning and Human-Robot Interaction—0
KA^2ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation—0
Just Say Better or Worse: A Human-AI Collaborative Framework for Medical Image Segmentation Without Manual Annotations—0
Learning Representations from Audio-Visual Spatial Alignment—0
Deep Learning for Object Saliency Detection and Image Segmentation—0
Balancing Robustness and Efficiency in Embedded DNNs Through Activation Function Selection—0
Juggling With Representations: On the Information Transfer Between Imagery, Point Clouds, and Meshes for Multi-Modal Semantics—0
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans—0
JSMNet Improving Indoor Point Cloud Semantic and Instance Segmentation through Self-Attention and Multiscale—0
Deep Learning for Multi-Task Medical Image Segmentation in Multiple Modalities—0
Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists—0
Joint Topology-Preserving and Feature-Refinement Network for Curvilinear Structure Segmentation—0
Joint Task-Recursive Learning for Semantic Segmentation and Depth Estimation—0
Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation—0
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach—0
Joint Stem Detection and Crop-Weed Classification for Plant-specific Treatment in Precision Farming—0
Learning Semantic Segmentation with Diverse Supervision—0
Expert-Adaptive Medical Image Segmentation—0
Joint shape learning and segmentation for medical images using a minimalistic deep network—0
Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks—0
Learning Shape-Aware Embedding for Scene Text Detection—0
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts—0
Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images—0
Joint Semantic Instance Segmentation on Graphs with the Semantic Mutex Watershed—0
Deep Learning for Medical Image Segmentation—0
Deep Learning for Medical Image Processing: Overview, Challenges and Future—0
Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks—0
Learning Spatial-Semantic Features for Robust Video Object Segmentation—0
AME: Attention and Memory Enhancement in Hyper-Parameter Optimization—0
Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation—0
3D Semantic Mapping from Arthroscopy using Out-of-distribution Pose and Depth and In-distribution Segmentation Training—0
Joint Segmentation and Deconvolution of Ultrasound Images Using a Hierarchical Bayesian Model based on Generalized Gaussian Priors—0
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review—0
Joint reconstruction-segmentation on graphs—0
Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review—0
Joint prototype and coefficient prediction for 3D instance segmentation—0
Deep Learning for Global Wildfire Forecasting—0
Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation—0
Balance Divergence for Knowledge Distillation—0
Learning the What and How of Annotation in Video Object Segmentation—0
AMBER -- Advanced SegFormer for Multi-Band Image Segmentation: an application to Hyperspectral Imaging—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