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Semantic Segmentation

Papers

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Showing 4301–4350 of 14763 papers

TitleStatusHype
Point-MoE: Towards Cross-Domain Generalization in 3D Semantic Segmentation via Mixture-of-Experts—0
Federated Unsupervised Semantic Segmentation—0
MaskAdapt: Unsupervised Geometry-Aware Domain Adaptation Using Multimodal Contextual Learning and RGB-Depth Masking—0
LeMoRe: Learn More Details for Lightweight Semantic SegmentationCode0
PCA for Enhanced Cross-Dataset Generalizability in Breast Ultrasound Tumor Segmentation—0
Bridging Classical and Modern Computer Vision: PerceptiveNet for Tree Crown Semantic Segmentation—0
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation—0
PathFL: Multi-Alignment Federated Learning for Pathology Image SegmentationCode0
LiDAR Based Semantic Perception for Forklifts in Outdoor Environments—0
Adapting Segment Anything Model for Power Transmission Corridor Hazard SegmentationCode0
YH-MINER: Multimodal Intelligent System for Natural Ecological Reef Metric Extraction—0
MAMBO-NET: Multi-Causal Aware Modeling Backdoor-Intervention Optimization for Medical Image Segmentation Network—0
A Survey on Training-free Open-Vocabulary Semantic Segmentation—0
ConfLUNet: Multiple sclerosis lesion instance segmentation in presence of confluent lesions—0
SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning—0
CAST: Contrastive Adaptation and Distillation for Semi-Supervised Instance Segmentation—0
Object-Centric Action-Enhanced Representations for Robot Visuo-Motor Policy Learning—0
Geometric Feature Prompting of Image Segmentation Models—0
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization—0
What You Perceive Is What You Conceive: A Cognition-Inspired Framework for Open Vocabulary Image Segmentation—0
A fully automated urban PV parameterization framework for improved estimation of energy production profiles—0
Zero-Shot Pseudo Labels Generation Using SAM and CLIP for Semi-Supervised Semantic Segmentation—0
LlamaSeg: Image Segmentation via Autoregressive Mask Generation—0
Vision-Based Risk Aware Emergency Landing for UAVs in Complex Urban Environments—0
ADD-SLAM: Adaptive Dynamic Dense SLAM with Gaussian Splatting—0
SPARS: Self-Play Adversarial Reinforcement Learning for Segmentation of Liver TumoursCode0
Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model—0
A Joint Learning Framework with Feature Reconstruction and Prediction for Incomplete Satellite Image Time Series in Agricultural Semantic SegmentationCode0
LLM-Guided Taxonomy and Hierarchical Uncertainty for 3D Point CLoud Active Learning—0
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image SegmentationCode0
Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image SegmentationCode0
ThinkVideo: High-Quality Reasoning Video Segmentation with Chain of ThoughtsCode0
TK-Mamba: Marrying KAN with Mamba for Text-Driven 3D Medical Image SegmentationCode0
SemSegBench & DetecBench: Benchmarking Reliability and Generalization Beyond ClassificationCode0
FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation—0
Detailed Evaluation of Modern Machine Learning Approaches for Optic Plastics Sorting—0
Efficient Prototype Consistency Learning in Medical Image Segmentation via Joint Uncertainty and Data Augmentation—0
Deep mineralogical segmentation of thin section images based on QEMSCAN mapsCode0
BadDepth: Backdoor Attacks Against Monocular Depth Estimation in the Physical World—0
Auto-nnU-Net: Towards Automated Medical Image SegmentationCode0
TextureSAM: Towards a Texture Aware Foundation Model for Segmentation—0
Zero-Shot Gaze-based Volumetric Medical Image Segmentation—0
P3Net: Progressive and Periodic Perturbation for Semi-Supervised Medical Image Segmentation—0
From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation—0
seg_3D_by_PC2D: Multi-View Projection for Domain Generalization and Adaptation in 3D Semantic SegmentationCode0
VP Lab: a PEFT-Enabled Visual Prompting Laboratory for Semantic Segmentation—0
Spectral-Aware Global Fusion for RGB-Thermal Semantic Segmentation—0
gen2seg: Generative Models Enable Generalizable Instance Segmentation—0
TAGS: 3D Tumor-Adaptive Guidance for SAM—0
Scaling Vision Mamba Across Resolutions via Fractal Traversal—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