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Semantic Segmentation

Papers

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Showing 8001–8025 of 14763 papers

TitleStatusHype
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation—0
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation—0
Color Image Segmentation using Adaptive Particle Swarm Optimization and Fuzzy C-means—0
ASCNet: Adaptive-Scale Convolutional Neural Networks for Multi-Scale Feature Learning—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
Federated Multi-Target Domain Adaptation—0
Color Image Segmentation Metrics—0
Discrete Signal Processing with Set Functions—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
Making Vision Transformers Truly Shift-Equivariant—0
Color image segmentation based on a convex K-means approach—0
Adversarially robust segmentation models learn perceptually-aligned gradients—0
Modeling Weather Uncertainty for Multi-weather Co-Presence Estimation—0
Monitoring Urban Forests from Auto-Generated Segmentation Maps—0
Mosaic3D: Foundation Dataset and Model for Open-Vocabulary 3D Segmentation—0
MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models—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
Discriminatively Trained Sparse Code Gradients for Contour Detection—0
Federated Data Model—0
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection—0
Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks—0
A Satellite Band Selection Framework for Amazon Forest Deforestation Detection Task—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

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