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Semantic Segmentation

Papers

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Showing 4551–4600 of 14763 papers

TitleStatusHype
Rethinking Exemplars for Continual Semantic Segmentation in Endoscopy Scenes: Entropy-based Mini-Batch Pseudo-Replay—0
Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars—0
Enhancing Bloodstain Analysis Through AI-Based Segmentation: Leveraging Segment Anything Model for Crime Scene InvestigationCode0
FFPN: Fourier Feature Pyramid Network for Ultrasound Image Segmentation—0
Beyond One-to-One: Rethinking the Referring Image SegmentationCode1
ReFuSeg: Regularized Multi-Modal Fusion for Precise Brain Tumour Segmentation—0
Semi-Supervised Semantic Segmentation via Marginal Contextual InformationCode0
Transfer Learning for Microstructure Segmentation with CS-UNet: A Hybrid Algorithm with Transformer and CNN EncodersCode1
SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image SegmentationCode1
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation—0
ACC-UNet: A Completely Convolutional UNet model for the 2020sCode1
A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic SegmentationCode1
An investigation into the impact of deep learning model choice on sex and race bias in cardiac MR segmentation—0
Deep learning-based interactive segmentation in remote sensingCode0
Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and SegmentationCode1
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin MemoryCode0
Joint Modeling of Feature, Correspondence, and a Compressed Memory for Video Object Segmentation—0
RestNet: Boosting Cross-Domain Few-Shot Segmentation with Residual Transformation NetworkCode1
Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in TransformersCode1
SVQNet: Sparse Voxel-Adjacent Query Network for 4D Spatio-Temporal LiDAR Semantic Segmentation—0
Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation—0
Boosting Semantic Segmentation from the Perspective of Explicit Class EmbeddingsCode0
Channel and Spatial Relation-Propagation Network for RGB-Thermal Semantic Segmentation—0
Less is More: Towards Efficient Few-shot 3D Semantic Segmentation via Training-free NetworksCode1
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation—0
Panoptic-Depth Color Map for Combination of Depth and Image Segmentation—0
Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image SegmentationCode1
SPPNet: A Single-Point Prompt Network for Nuclei Image SegmentationCode1
Understanding Dark Scenes by Contrasting Multi-Modal ObservationsCode1
SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal TargetsCode1
Tumor-Centered Patching for Enhanced Medical Image Segmentation—0
Advancements in Point Cloud Data Augmentation for Deep Learning: A Survey—0
A Spatiotemporal Correspondence Approach to Unsupervised LiDAR Segmentation with Traffic Applications—0
ACLS: Adaptive and Conditional Label Smoothing for Network Calibration—0
Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation—0
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionCode2
Segment Anything for Microscopy—0
Time Does Tell: Self-Supervised Time-Tuning of Dense Image RepresentationsCode1
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding—0
Semantic RGB-D Image Synthesis—0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation DatasetCode1
Food Image Classification and Segmentation with Attention-based Multiple Instance Learning—0
DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment—0
Affordance segmentation of hand-occluded containers from exocentric imagesCode0
Dynamic Open Vocabulary Enhanced Safe-landing with Intelligence (DOVESEI)Code0
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic SegmentationCode1
A three in one bottom-up framework for simultaneous semantic segmentation, instance segmentation and classification of multi-organ nuclei in digital cancer histology—0
Diffusion Model as Representation LearnerCode1
Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation—0
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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