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Semantic Segmentation

Papers

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Showing 12201–12250 of 14763 papers

TitleStatusHype
BAEFormer: Bi-Directional and Early Interaction Transformers for Bird's Eye View Semantic Segmentation—0
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images—0
BAGNet: Bidirectional Aware Guidance Network for Malignant Breast lesions Segmentation—0
Balance Divergence for Knowledge Distillation—0
Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists—0
Balancing Robustness and Efficiency in Embedded DNNs Through Activation Function Selection—0
BARNet: Bilinear Attention Network with Adaptive Receptive Fields for Surgical Instrument Segmentation—0
Base Layer Efficiency in Scalable Human-Machine Coding—0
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation—0
BATseg: Boundary-aware Multiclass Spinal Cord Tumor Segmentation on 3D MRI Scans—0
Baybayin Character Instance Detection—0
BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability—0
Bayesian Active Contours with Affine-Invariant, Elastic Shape Prior—0
Bayesian Deep Learning Approaches for Uncertainty-Aware Retinal OCT Image Segmentation for Multiple Sclerosis—0
Bayesian Deep Learning for Affordance Segmentation in images—0
Bayesian Federated Neural Matching that Completes Full Information—0
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems—0
Bayesian image segmentations by Potts prior and loopy belief propagation—0
Bayesian Logistic Shape Model Inference: application to cochlea image segmentation—0
Bayesian Multifractal Image Segmentation—0
Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers—0
Bayesian nonparametric image segmentation using a generalized Swendsen-Wang algorithm—0
Bayesian optimization for modular black-box systems with switching costs—0
Bayesian Prediction of Future Street Scenes through Importance Sampling based Optimization—0
Bayesian SegNet for Semantic Segmentation with Improved Interpretation of Microstructural Evolution During Irradiation of Materials—0
Bayesian Self-Training for Semi-Supervised 3D Segmentation—0
Bayesian Semantic Instance Segmentation in Open Set World—0
Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation—0
Be Careful What You Backpropagate: A Case For Linear Output Activations & Gradient Boosting—0
Beef Cattle Instance Segmentation Using Fully Convolutional Neural Network—0
BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation—0
BelHouse3D: A Benchmark Dataset for Assessing Occlusion Robustness in 3D Point Cloud Semantic Segmentation—0
Bellybutton: Accessible and Customizable Deep-Learning Image Segmentation—0
Benchmarking Deep Learning Architectures for Urban Vegetation Point Cloud Semantic Segmentation from MLS—0
Benchmarking Pretrained Attention-based Models for Real-Time Recognition in Robot-Assisted Esophagectomy—0
Practical Guidelines for Cell Segmentation Models Under Optical Aberrations in Microscopy—0
Benchmarking the Robustness of Instance Segmentation Models—0
Benchmarking the Robustness of Semantic Segmentation Models—0
Benchmarking the Spatial Robustness of DNNs via Natural and Adversarial Localized Corruptions—0
Bend-Net: Bending Loss Regularized Multitask Learning Network for Nuclei Segmentation in Histopathology Images—0
Benefiting from Multitask Learning to Improve Single Image Super-Resolution—0
Benefiting from Quantum? A Comparative Study of Q-Seg, Quantum-Inspired Techniques, and U-Net for Crack Segmentation—0
Benefits of Linear Conditioning with Metadata for Image Segmentation—0
BenthIQ: a Transformer-Based Benthic Classification Model for Coral Restoration—0
BE-STI: Spatial-Temporal Integrated Network for Class-Agnostic Motion Prediction With Bidirectional Enhancement—0
beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentation—0
Bethe Learning of Conditional Random Fields via MAP Decoding—0
Betrayed by Motion: Camouflaged Object Discovery via Motion Segmentation—0
Better Image Segmentation by Exploiting Dense Semantic Predictions—0
Better (pseudo-)labels for semi-supervised instance segmentation—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