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Semantic Segmentation

Papers

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Showing 13601–13650 of 14763 papers

TitleStatusHype
Few-Shot Rotation-Invariant Aerial Image Semantic SegmentationCode0
AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image SegmentationCode0
Few-Shot Segmentation Propagation with Guided NetworksCode0
Efficient Smoothing of Dilated Convolutions for Image SegmentationCode0
Few-Shot Segmentation with Global and Local Contrastive LearningCode0
MAVNet: an Effective Semantic Segmentation Micro-Network for MAV-based TasksCode0
A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentationCode0
MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image SegmentationCode0
A Generative Model of People in ClothingCode0
Associatively Segmenting Instances and Semantics in Point CloudsCode0
Few-shot semantic segmentation via mask aggregationCode0
A Generative Appearance Model for End-to-end Video Object SegmentationCode0
LiOn-XA: Unsupervised Domain Adaptation via LiDAR-Only Cross-Modal Adversarial TrainingCode0
Few-shot Semantic Segmentation with Self-supervision from Pseudo-classesCode0
Efficient semantic image segmentation with superpixel poolingCode0
Efficient Self-Supervision using Patch-based Contrastive Learning for Histopathology Image SegmentationCode0
FewSOL: A Dataset for Few-Shot Object Learning in Robotic EnvironmentsCode0
Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context UnderstandingCode0
FFR: Frequency Feature Rectification for Weakly Supervised Semantic SegmentationCode0
Efficient Segmentation with Texture in Ore Images Based on Box-supervised ApproachCode0
FF-UNet: a U-Shaped Deep Convolutional Neural Network for Multimodal Biomedical Image SegmentationCode0
FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slidesCode0
Efficient Segmentation: Learning Downsampling Near Semantic BoundariesCode0
Improving Replay-Based Continual Semantic Segmentation with Smart Data SelectionCode0
Efficient Quantization-Aware Training on Segment Anything Model in Medical Images and Its DeploymentCode0
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel SegmentationCode0
LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region AssistanceCode0
FibeR-CNN: Expanding Mask R-CNN to Improve Image-Based Fiber AnalysisCode0
CoDA: Interactive Segmentation and Morphological Analysis of Dendroid Structures Exemplified on Stony Cold-Water CoralsCode0
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory RequirementsCode0
Evolving Knowledge Mining for Class Incremental SegmentationCode0
Efficient Model Monitoring for Quality Control in Cardiac Image SegmentationCode0
Co-attention Propagation Network for Zero-Shot Video Object SegmentationCode0
Efficient LiDAR Point Cloud Oversegmentation NetworkCode0
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene SegmentationCode0
AFFSegNet: Adaptive Feature Fusion Segmentation Network for Microtumors and Multi-Organ SegmentationCode0
Learning Correspondence from the Cycle-Consistency of TimeCode0
Coarse-to-Fine Lifted MAP Inference in Computer VisionCode0
Difference of Anisotropic and Isotropic TV for Segmentation under Blur and Poisson NoiseCode0
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic SegmentationCode0
Efficient ConvNet for Real-time Semantic SegmentationCode0
Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited SamplesCode0
AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical KnowledgeCode0
Efficient Continuous Group Convolutions for Local SE(3) Equivariance in 3D Point CloudsCode0
CO2Wounds-V2: Extended Chronic Wounds Dataset From Leprosy PatientsCode0
CNN-based Segmentation of Medical Imaging DataCode0
Effect of the output activation function on the probabilities and errors in medical image segmentationCode0
Fine-grained Background Representation for Weakly Supervised Semantic SegmentationCode0
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical ImageCode0
Assessment of Cell Nuclei AI Foundation Models in Kidney PathologyCode0
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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