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Semantic Segmentation

Papers

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Showing 8401–8450 of 14763 papers

TitleStatusHype
Class Enhancement Losses with Pseudo Labels for Zero-shot Semantic Segmentation—0
Contrastive Learning for Self-Supervised Pre-Training of Point Cloud Segmentation Networks With Image Data—0
Joint Representation Learning for Text and 3D Point CloudCode0
Artificial intelligence as a gateway to scientific discovery: Uncovering features in retinal fundus images—0
Vision Based Machine Learning Algorithms for Out-of-Distribution Generalisation—0
SAT: Size-Aware Transformer for 3D Point Cloud Semantic Segmentation—0
SegViz: A federated-learning based framework for multi-organ segmentation on heterogeneous data sets with partial annotations—0
Post-Train Adaptive U-Net for Image Segmentation—0
TAAL: Test-time Augmentation for Active Learning in Medical Image SegmentationCode0
Linguistic Query-Guided Mask Generation for Referring Image Segmentation—0
A Comprehensive Review of Modern Object Segmentation Approaches—0
Visual deep learning-based explanation for neuritic plaques segmentation in Alzheimer's Disease using weakly annotated whole slide histopathological imagesCode0
ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation—0
Semantic Segmentation via Pixel-to-Center Similarity Calculation—0
Self-Supervised Image-to-Point Distillation via Semantically Tolerant Contrastive Loss—0
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs—0
A new dataset for measuring the performance of blood vessel segmentation methods under distribution shiftsCode0
Inverse Quantum Fourier Transform Inspired Algorithm for Unsupervised Image Segmentation—0
Explaining Deep Models through Forgettable Learning Dynamics—0
Vision Transformers Are Good Mask Auto-Labelers—0
Video Semantic Segmentation with Inter-Frame Feature Fusion and Inner-Frame Feature RefinementCode0
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images—0
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
InsPro: Propagating Instance Query and Proposal for Online Video Instance Segmentation—0
Skip-Attention: Improving Vision Transformers by Paying Less Attention—0
Object Segmentation with Audio Context—0
Understanding Imbalanced Semantic Segmentation Through Neural Collapse—0
Finding the Most Transferable Tasks for Brain Image Segmentation—0
Deep Learning from Parametrically Generated Virtual Buildings for Real-World Object Recognition—0
I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation—0
Archaeological Sites Detection with a Human-AI Collaboration Workflow—0
Learning Confident Classifiers in the Presence of Label Noise—0
Achievement-Based Training Progress Balancing for Multi-Task LearningCode0
Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation—0
CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation—0
Efficient LiDAR Point Cloud Oversegmentation NetworkCode0
1% VS 100%: Parameter-Efficient Low Rank Adapter for Dense Predictions—0
Implicit Surface Contrastive Clustering for LiDAR Point Clouds—0
Mask-Guided Matting in the Wild—0
Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural RepresentationsCode0
FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation—0
3D Instance Segmentation via Enhanced Spatial and Semantic Supervision—0
Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans—0
Improving Robustness of Semantic Segmentation to Motion-Blur Using Class-Centric Augmentation—0
CFCG: Semi-Supervised Semantic Segmentation via Cross-Fusion and Contour Guidance Supervision—0
Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation OnlyCode0
Masked Autoencoders Are Stronger Knowledge Distillers—0
Exemplar-FreeSOLO: Enhancing Unsupervised Instance Segmentation With Exemplars—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