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Semantic Segmentation

Papers

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Showing 3751–3800 of 14763 papers

TitleStatusHype
MS-Twins: Multi-Scale Deep Self-Attention Networks for Medical Image Segmentation—0
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples—0
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization—0
Densify Your Labels: Unsupervised Clustering with Bipartite Matching for Weakly Supervised Point Cloud Segmentation—0
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural RepresentationsCode0
DFGET: Displacement-Field Assisted Graph Energy Transmitter for Gland Instance Segmentation—0
Point Cloud Semantic Segmentation with Sparse and Inhomogeneous AnnotationsCode0
Semantic Connectivity-Driven Pseudo-labeling for Cross-domain SegmentationCode1
ControlNet-XS: Rethinking the Control of Text-to-Image Diffusion Models as Feedback-Control SystemsCode2
AttenScribble: Attentive Similarity Learning for Scribble-Supervised Medical Image Segmentation—0
Relevant Intrinsic Feature Enhancement Network for Few-Shot Semantic Segmentation—0
Flexible visual prompts for in-context learning in computer visionCode0
SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency RegularizationCode1
A dynamic interactive learning framework for automated 3D medical image segmentation—0
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance SegmentationCode1
ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance SegmentationCode1
U-MixFormer: UNet-like Transformer with Mix-Attention for Efficient Semantic SegmentationCode1
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time AdaptationCode1
ReshapeIT: Reliable Shape Interaction with Implicit Template for Anatomical Structure ReconstructionCode0
AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into OneCode3
Deep-Learning-Assisted Analysis of Cataract Surgery Videos—0
SAR image segmentation algorithms based on I-divergence-TV model—0
CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen—0
EipFormer: Emphasizing Instance Positions in 3D Instance Segmentation—0
Immature Green Apple Detection and Sizing in Commercial Orchards using YOLOv8 and Shape Fitting Techniques—0
A global optimization SAR image segmentation model can be easily transformed to a general ROF denoising model—0
Lyrics: Boosting Fine-grained Language-Vision Alignment and Comprehension via Semantic-aware Visual Objects—0
ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation—0
Loss Functions in the Era of Semantic Segmentation: A Survey and OutlookCode1
VISAGE: Video Instance Segmentation with Appearance-Guided EnhancementCode1
Segmentation of Kidney Tumors on Non-Contrast CT Images using Protuberance Detection Network—0
Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single ImagesCode1
LSegDiff: A Latent Diffusion Model for Medical Image Segmentation—0
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image SegmentationCode1
Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds—0
Fine-tuning vision foundation model for crack segmentation in civil infrastructures—0
Residual Graph Convolutional Network for Bird's-Eye-View Semantic Segmentation—0
HyperDreamer: Hyper-Realistic 3D Content Generation and Editing from a Single Image—0
Auto-Vocabulary Semantic SegmentationCode1
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic SegmentationCode1
Semi-Supervised Active Learning for Semantic Segmentation in Unknown Environments Using Informative Path PlanningCode1
Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic SegmentationCode2
An unsupervised approach towards promptable defect segmentation in laser-based additive manufacturing by Segment Anything—0
gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic Segmentation—0
Novel class discovery meets foundation models for 3D semantic segmentation—0
Bottom-Up Instance Segmentation of Catheters for Chest X-Rays—0
Foundation Model Assisted Weakly Supervised Semantic SegmentationCode1
DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception—0
Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature FieldsCode2
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised AdaptationCode1
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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