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Semantic Segmentation

Papers

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Showing 8451–8500 of 14763 papers

TitleStatusHype
McGAN: Generating Manufacturable Designs by Embedding Manufacturing Rules into Conditional Generative Adversarial Network—0
MCICSAM: Monte Carlo-guided Interpolation Consistency Segment Anything Model for Semi-Supervised Prostate Zone Segmentation—0
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features—0
MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors—0
mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets—0
MDA-Net: Multi-Dimensional Attention-Based Neural Network for 3D Image Segmentation—0
MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation—0
MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation—0
MEAL: Manifold Embedding-based Active Learning—0
Mean Field inference of CRFs based on GAT—0
Meaningful Objects Segmentation from SAR Images via A Multi-Scale Non-Local Active Contour Model—0
Exploring Fully Convolutional Networks for the Segmentation of Hyperspectral Imaging Applied to Advanced Driver Assistance Systems—0
Exploring Fungal Morphology Simulation and Dynamic Light Containment from a Graphics Generation Perspective—0
Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation—0
Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation—0
Exploring OpenStreetMap Availability for Driving Environment Understanding—0
Exploring Open-Vocabulary Semantic Segmentation without Human Labels—0
Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation—0
Exploring PCA-based feature representations of image pixels via CNN to enhance food image segmentation—0
Exploring Pixel-level Self-supervision for Weakly Supervised Semantic Segmentation—0
Exploring Reliable Matching with Phase Enhancement for Night-time Semantic Segmentation—0
Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology—0
Exploring Semantic Segmentation on the DCT Representation—0
Exploring Set Similarity for Dense Self-supervised Representation Learning—0
Exploring Structure-Wise Uncertainty for 3D Medical Image Segmentation—0
Exploring Textual Semantics Diversity for Image Transmission in Semantic Communication Systems using Visual Language Model—0
Exploring the Effects of Data Augmentation for Drivable Area Segmentation—0
Exploring the Integration of Key-Value Attention Into Pure and Hybrid Transformers for Semantic Segmentation—0
Exploring the Robustness of Human Parsers Towards Common Corruptions—0
Exploring the Sim2Real Gap Using Digital Twins—0
Exploring the Untouched Sweeps for Conflict-Aware 3D Segmentation Pretraining—0
Exploring Transformers for Open-world Instance Segmentation—0
Exploring vision transformer layer choosing for semantic segmentation—0
Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks—0
Extending nnU-Net is all you need—0
Extensions of Karger's Algorithm: Why They Fail in Theory and How They Are Useful in Practice—0
Extracting Semantic Knowledge from GANs with Unsupervised Learning—0
Extracting the Subhalo Mass Function from Strong Lens Images with Image Segmentation—0
Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan?—0
ExtremeMETA: High-speed Lightweight Image Segmentation Model by Remodeling Multi-channel Metamaterial Imagers—0
Extreme Point Supervised Instance Segmentation—0
eX-ViT: A Novel eXplainable Vision Transformer for Weakly Supervised Semantic Segmentation—0
Eyenet: Attention based Convolutional Encoder-Decoder Network for Eye Region Segmentation—0
F2Net: A Frequency-Fused Network for Ultra-High Resolution Remote Sensing Segmentation—0
F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation—0
Generalized 3D Self-supervised Learning Framework via Prompted Foreground-Aware Feature Contrast—0
Facade Segmentation in the Wild—0
Face Completion with Semantic Knowledge and Collaborative Adversarial Learning—0
Face Identification with Second-Order Pooling—0
Face Mask Extraction in Video Sequence—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