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Semantic Segmentation

Papers

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Showing 8001–8050 of 14763 papers

TitleStatusHype
Discovery of Visual Semantics by Unsupervised and Self-Supervised Representation Learning—0
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation—0
A scoping review on multimodal deep learning in biomedical images and texts—0
Monitoring Urban Forests from Auto-Generated Segmentation Maps—0
Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs—0
Make Both Ends Meet: A Synergistic Optimization Infrared Small Target Detection with Streamlined Computational Overhead—0
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models—0
Monocular 3D Object Detection for Autonomous Driving—0
Discrete Signal Processing with Set Functions—0
Federated Source-free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data—0
Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency—0
Making Vision Transformers Truly Shift-Equivariant—0
MAL: Cluster-Masked and Multi-Task Pretraining for Enhanced xLSTM Vision Performance—0
Color Image Segmentation Using Multi-Objective Swarm Optimizer and Multi-level Histogram Thresholding—0
Federated Self-Supervised Learning of Monocular Depth Estimators for Autonomous Vehicles—0
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation—0
Color Image Segmentation using Adaptive Particle Swarm Optimization and Fuzzy C-means—0
MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models—0
ASCNet: Adaptive-Scale Convolutional Neural Networks for Multi-Scale Feature Learning—0
Federated Multi-Target Domain Adaptation—0
Discriminatively Trained Sparse Code Gradients for Contour Detection—0
Color Image Segmentation Metrics—0
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection—0
Federated Learning with Partially Labeled Data: A Conditional Distillation Approach—0
Federated Learning-based Semantic Segmentation for Lane and Object Detection in Autonomous Driving—0
Mamba-Reg: Vision Mamba Also Needs Registers—0
Color image segmentation based on a convex K-means approach—0
Adversarially robust segmentation models learn perceptually-aligned gradients—0
Monocular Dense 3D Reconstruction of a Complex Dynamic Scene from Two Perspective Frames—0
Monocular Robot Navigation with Self-Supervised Pretrained Vision Transformers—0
Morphological segmentation of hyperspectral images—0
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections—0
Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector—0
Federated Data Model—0
Mango Tree Net -- A fully convolutional network for semantic segmentation and individual crown detection of mango trees—0
Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks—0
Discwise Active Learning for LiDAR Semantic Segmentation—0
Manifold-driven Attention Maps for Weakly Supervised Segmentation—0
A Satellite Band Selection Framework for Amazon Forest Deforestation Detection Task—0
Federated Contrastive Learning for Volumetric Medical Image Segmentation—0
Map-aided annotation for pole base detection—0
Collective Robustness Certificates—0
ASAP: Accurate semantic segmentation for real time performance—0
Collective Perception Datasets for Autonomous Driving: A Comprehensive Review—0
Adversarially Masking Synthetic To Mimic Real: Adaptive Noise Injection for Point Cloud Segmentation Adaptation—0
Mapping Temporary Slums from Satellite Imagery using a Semi-Supervised Approach—0
Accuracy Improvement of Cell Image Segmentation Using Feedback Former—0
FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation—0
Feature Sharing Cooperative Network for Semantic Segmentation—0
Feature Sensitive Label Fusion with Random Walker for Atlas-based Image 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