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Semantic Segmentation

Papers

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Showing 6101–6150 of 14763 papers

TitleStatusHype
CLIP2Scene: Towards Label-efficient 3D Scene Understanding by CLIPCode1
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs—0
Inverse Quantum Fourier Transform Inspired Algorithm for Unsupervised Image Segmentation—0
A new dataset for measuring the performance of blood vessel segmentation methods under distribution shiftsCode0
CARD: Semantic Segmentation with Efficient Class-Aware Regularized DecoderCode1
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image SegmentationCode1
LENet: Lightweight And Efficient LiDAR Semantic Segmentation Using Multi-Scale Convolution AttentionCode1
pyssam -- a Python library for statistical modelling of biomedical shape and appearanceCode1
Head-Free Lightweight Semantic Segmentation with Linear TransformerCode1
Explaining Deep Models through Forgettable Learning Dynamics—0
Video Semantic Segmentation with Inter-Frame Feature Fusion and Inner-Frame Feature RefinementCode0
Vision Transformers Are Good Mask Auto-Labelers—0
The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challengeCode1
On Advantages of Mask-level Recognition for Outlier-aware SegmentationCode1
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images—0
Multi-Modal and Multi-Resolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and BenchmarkCode1
Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked ModelingCode3
Image Data Augmentation Approaches: A Comprehensive Survey and Future directionsCode0
Multiclass Semantic Segmentation to Identify Anatomical Sub-Regions of Brain and Measure Neuronal Health in Parkinson's Disease—0
Difference of Anisotropic and Isotropic TV for Segmentation under Blur and Poisson NoiseCode0
TarViS: A Unified Approach for Target-based Video SegmentationCode1
The CropAndWeed Dataset: A Multi-Modal Learning Approach for Efficient Crop and Weed ManipulationCode1
Skip-Attention: Improving Vision Transformers by Paying Less Attention—0
All in Tokens: Unifying Output Space of Visual Tasks via Soft TokenCode1
InsPro: Propagating Instance Query and Proposal for Online Video Instance Segmentation—0
Object Segmentation with Audio Context—0
Deep Learning from Parametrically Generated Virtual Buildings for Real-World Object Recognition—0
Benchmarking the Robustness of LiDAR Semantic Segmentation ModelsCode2
I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation—0
Finding the Most Transferable Tasks for Brain Image Segmentation—0
Medical Image Segmentation via Cascaded Attention DecodingCode1
Understanding Imbalanced Semantic Segmentation Through Neural Collapse—0
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance SegmentationCode1
TinyMIM: An Empirical Study of Distilling MIM Pre-trained ModelsCode1
Archaeological Sites Detection with a Human-AI Collaboration Workflow—0
Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance SegmentationCode1
ConvNeXt V2: Co-designing and Scaling ConvNets with Masked AutoencodersCode3
Learning Confident Classifiers in the Presence of Label Noise—0
Building Vision Transformers with Hierarchy Aware Feature Aggregation—0
Learning Pseudo-Relations for Cross-domain Semantic Segmentation—0
Achievement-Based Training Progress Balancing for Multi-Task LearningCode0
FPR: False Positive Rectification for Weakly Supervised Semantic SegmentationCode1
Locating Noise is Halfway Denoising for Semi-Supervised Segmentation—0
Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point CloudsCode1
Disentangle then Parse: Night-time Semantic Segmentation with Illumination DisentanglementCode1
Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation—0
LoTE-Animal: A Long Time-span Dataset for Endangered Animal Behavior Understanding—0
CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training—0
CFCG: Semi-Supervised Semantic Segmentation via Cross-Fusion and Contour Guidance Supervision—0
High Quality Entity 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
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