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Semantic Segmentation

Papers

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Showing 8701–8750 of 14763 papers

TitleStatusHype
Topological Regularization for Dense Prediction—0
Topological Signal Processing over Generalized Cell Complexes—0
Topology-Aware Focal Loss for 3D Image Segmentation—0
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning—0
Topology-Aware Segmentation Using Discrete Morse Theory—0
nnUNet RASPP for Retinal OCT Fluid Detection, Segmentation and Generalisation over Variations of Data Sources—0
Topology Maintained Structure Encoding—0
Topology-Preserving 3D Image Segmentation Based On Hyperelastic Regularization—0
nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation—0
Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation—0
Topology preserving Image segmentation using the iterative convolution-thresholding method—0
Topology-Preserving Image Segmentation with Spatial-Aware Persistent Feature Matching—0
A Learning-based Framework for Topology-Preserving Segmentation using Quasiconformal Mappings—0
Topology-Preserving Segmentation Network: A Deep Learning Segmentation Framework for Connected Component—0
MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images—0
Weakly Supervised Semantic Segmentation for Social Images—0
MILCut: A Sweeping Line Multiple Instance Learning Paradigm for Interactive Image Segmentation—0
torchdistill Meets Hugging Face Libraries for Reproducible, Coding-Free Deep Learning Studies: A Case Study on NLP—0
NINEPINS: Nuclei Instance Segmentation with Point Annotations—0
TORNADO-Net: mulTiview tOtal vaRiatioN semAntic segmentation with Diamond inceptiOn module—0
Night-time Scene Parsing with a Large Real Dataset—0
TorontoCity: Seeing the World with a Million Eyes—0
NFFT meets Krylov methods: Fast matrix-vector products for the graph Laplacian of fully connected networks—0
ToSkA: Topological Skeleton Analysis for Network-Based Shape Representation and Evaluation of Objects from Cells to Death Stars—0
Next Generation Multicuts for Semi-Planar Graphs—0
TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning—0
Toward Accurate Person-level Action Recognition in Videos of Crowded Scenes—0
MILAN: Milli-Annotations for Lidar Semantic Segmentation—0
Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images—0
Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task Neural Architecture Search—0
Next day fire prediction via semantic segmentation—0
Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation—0
Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP—0
News Cover Assessment via Multi-task Learning—0
Toward Robust Canine Cardiac Diagnosis: Deep Prototype Alignment Network-Based Few-Shot Segmentation in Veterinary Medicine—0
Towards 3D Semantic Scene Completion for Autonomous Driving: A Meta-Learning Framework Empowered by Deformable Large-Kernel Attention and Mamba Model—0
Towards a Better Understanding of the Computer Vision Research Community in Africa—0
New region force for variational models in image segmentation and high dimensional data clustering—0
Neutro-Connectedness Cut—0
Neuro-Symbolic Spatio-Temporal Reasoning—0
Towards Adaptive Semantic Segmentation by Progressive Feature Refinement—0
Towards A Device-Independent Deep Learning Approach for the Automated Segmentation of Sonographic Fetal Brain Structures: A Multi-Center and Multi-Device Validation—0
Weakly Supervised Semantic Segmentation in 3D Graph-Structured Point Clouds of Wild Scenes—0
Towards agricultural autonomy: crop row detection under varying field conditions using deep learning—0
Neuroplastic graph attention networks for nuclei segmentation in histopathology images—0
Neuromorphic Vision-based Motion Segmentation with Graph Transformer Neural Network—0
Towards a Near Universal Time Series Data Mining Tool: Introducing the Matrix Profile—0
Towards an efficient Iris Recognition System on Embedded Devices—0
Towards an Efficient Semantic Segmentation Method of ID Cards for Verification Systems—0
ASIST: Annotation-free Synthetic Instance Segmentation and Tracking by Adversarial Simulations—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