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Semantic Segmentation

Papers

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Showing 3551–3600 of 14763 papers

TitleStatusHype
Fully Attentional Networks with Self-emerging Token LabelingCode1
Multi-scale attention-based instance segmentation for measuring crystals with large size variation—0
Primitive Geometry Segment Pre-training for 3D Medical Image SegmentationCode1
Bilateral Reference for High-Resolution Dichotomous Image SegmentationCode7
Segment Anything Model for Medical Image Segmentation: Current Applications and Future DirectionsCode5
SeTformer is What You Need for Vision and Language—0
ENSTRECT: A Stage-based Approach to 2.5D Structural Damage DetectionCode0
Clustering-Guided Class Activation for Weakly Supervised Semantic SegmentationCode0
Denoising Vision TransformersCode3
Systematic review of image segmentation using complex networks—0
Complementary Information Mutual Learning for Multimodality Medical Image Segmentation—0
Learning Multimodal Volumetric Features for Large-Scale Neuron TracingCode0
Leveraging SAM for Single-Source Domain Generalization in Medical Image SegmentationCode1
Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images under Image Degradation—0
ClassWise-SAM-Adapter: Parameter Efficient Fine-tuning Adapts Segment Anything to SAR Domain for Semantic SegmentationCode2
ODIN: A Single Model for 2D and 3D SegmentationCode2
Kernel-U-Net: Multivariate Time Series Forecasting using Custom Kernels—0
Context-Aware Interaction Network for RGB-T Semantic SegmentationCode1
Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement—0
S3Net: Innovating Stereo Matching and Semantic Segmentation with a Single-Branch Semantic Stereo Network in Satellite Epipolar ImageryCode1
Unsupervised Federated Domain Adaptation for Segmentation of MRI Images—0
Off-Road LiDAR Intensity Based Semantic SegmentationCode1
Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training—0
Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images—0
Physics-informed Generalizable Wireless Channel Modeling with Segmentation and Deep Learning: Fundamentals, Methodologies, and Challenges—0
DTBS: Dual-Teacher Bi-directional Self-training for Domain Adaptation in Nighttime Semantic SegmentationCode1
GBSS:a global building semantic segmentation dataset for large-scale remote sensing building extraction—0
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal RepresentationsCode0
Modernized Training of U-Net for Aerial Semantic SegmentationCode0
Segment Any Event Streams via Weighted Adaptation of Pivotal TokensCode2
From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic SegmentationCode2
Open-Vocabulary 3D Semantic Segmentation with Foundation Models—0
Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image SegmentationCode1
Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse PromptsCode2
Semantics Distortion and Style Matter: Towards Source-free UDA for Panoramic Segmentation—0
AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One—0
Prompt-Driven Referring Image Segmentation with Instance Contrasting—0
Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial LearningCode1
Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic Prior—0
PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-wise HardnessCode1
Transferable Structural Sparse Adversarial Attack Via Exact Group Sparsity TrainingCode1
Learning to Segment Referred Objects from Narrated Egocentric Videos—0
Mudslide: A Universal Nuclear Instance Segmentation Method—0
PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic SegmentationCode0
DIOD: Self-Distillation Meets Object DiscoveryCode1
Learn to Rectify the Bias of CLIP for Unsupervised Semantic SegmentationCode2
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare BallCode1
Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Multi-Scale Aggregation and Anthropic Prior Knowledge—0
Training Vision Transformers for Semi-Supervised Semantic SegmentationCode1
Endow SAM with Keen Eyes: Temporal-spatial Prompt Learning for Video Camouflaged Object Detection—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