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Semantic Segmentation

Papers

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Showing 6401–6450 of 14763 papers

TitleStatusHype
Location-Aware Self-Supervised Transformers for Semantic Segmentation—0
Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion ModelsCode1
FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street ViewsCode1
Learning to Learn Better for Video Object SegmentationCode1
Images Speak in Images: A Generalist Painter for In-Context Visual LearningCode4
Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query EmbeddingCode1
SASFormer: Transformers for Sparsely Annotated Semantic SegmentationCode1
Minimum Class Confusion based Transfer for Land Cover Segmentation in Rural and Urban Regions—0
Window Normalization: Enhancing Point Cloud Understanding by Unifying Inconsistent Point DensitiesCode1
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentationCode1
CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation—0
Make RepVGG Greater Again: A Quantization-aware ApproachCode0
Deep Active Learning for Multi-Label Classification of Remote Sensing Images—0
DWRSeg: Rethinking Efficient Acquisition of Multi-scale Contextual Information for Real-time Semantic Segmentation—0
Geometry-Aware Network for Domain Adaptive Semantic Segmentation—0
MIC: Masked Image Consistency for Context-Enhanced Domain AdaptationCode2
PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain GeneralizationCode1
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple ratersCode0
P2Net: A Post-Processing Network for Refining Semantic Segmentation of LiDAR Point Cloud based on Consistency of Consecutive Frames—0
Component Segmentation of Engineering Drawings Using Graph Convolutional Networks—0
Hyperbolic Contrastive Learning for Visual Representations beyond ObjectsCode1
EBHI-Seg: A Novel Enteroscope Biopsy Histopathological Haematoxylin and Eosin Image Dataset for Image Segmentation Tasks—0
3D Segmentation of Humans in Point Clouds with Synthetic Data—0
Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text PairsCode1
Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion ModelsCode1
ResFormer: Scaling ViTs with Multi-Resolution TrainingCode1
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder—0
Multi-Class Segmentation from Aerial Views using Recursive Noise DiffusionCode1
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis InitiativeCode0
Conservative-Progressive Collaborative Learning for Semi-supervised Semantic SegmentationCode1
AIO-P: Expanding Neural Performance Predictors Beyond Image ClassificationCode1
Extracting Semantic Knowledge from GANs with Unsupervised Learning—0
Growing Instance Mask on Leaf—0
QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images—0
Three-stage binarization of color document images based on discrete wavelet transform and generative adversarial networksCode1
Effective Utilisation of Multiple Open-Source Datasets to Improve Generalisation Performance of Point Cloud Segmentation Models—0
PLA: Language-Driven Open-Vocabulary 3D Scene UnderstandingCode2
Building Resilience to Out-of-Distribution Visual Data via Input Optimization and Model Finetuning—0
Superpoint Transformer for 3D Scene Instance SegmentationCode1
PIDS: Joint Point Interaction-Dimension Search for 3D Point CloudCode0
Semi-Supervised Confidence-Level-based Contrastive Discrimination for Class-Imbalanced Semantic SegmentationCode2
Learning Dense Object Descriptors from Multiple Views for Low-shot Category GeneralizationCode1
Handling Image and Label Resolution Mismatch in Remote Sensing—0
FsaNet: Frequency Self-attention for Semantic SegmentationCode1
Class Adaptive Network CalibrationCode1
Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation—0
OpenScene: 3D Scene Understanding with Open VocabulariesCode2
Topologically faithful image segmentation via induced matching of persistence barcodesCode1
Neuro-Symbolic Spatio-Temporal Reasoning—0
PlasmoID: A dataset for Indonesian malaria parasite detection and segmentation in thin blood smear—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