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Semantic Segmentation

Papers

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Showing 4251–4300 of 14763 papers

TitleStatusHype
ECMNet:Lightweight Semantic Segmentation with Efficient CNN-Mamba Network—0
Segment Concealed Objects with Incomplete Supervision—0
SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging SegmentationCode0
ATAS: Any-to-Any Self-Distillation for Enhanced Open-Vocabulary Dense Prediction—0
ContextLoss: Context Information for Topology-Preserving Segmentation—0
Trend-Aware Fashion Recommendation with Visual Segmentation and Semantic SimilarityCode0
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation—0
Segment Any Architectural Facades (SAAF):An automatic segmentation model for building facades, walls and windows based on multimodal semantics guidance—0
F2Net: A Frequency-Fused Network for Ultra-High Resolution Remote Sensing Segmentation—0
IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation—0
SAM2Auto: Auto Annotation Using FLASH—0
A System for Accurate Tracking and Video Recordings of Rodent Eye Movements using Convolutional Neural Networks for Biomedical Image Segmentation—0
Text-guided multi-stage cross-perception network for medical image segmentation—0
OpenSplat3D: Open-Vocabulary 3D Instance Segmentation using Gaussian Splatting—0
PIG: Physically-based Multi-Material Interaction with 3D Gaussians—0
Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object SegmentationCode0
THU-Warwick Submission for EPIC-KITCHEN Challenge 2025: Semi-Supervised Video Object Segmentation—0
Active Contour Models Driven by Hyperbolic Mean Curvature Flow for Image Segmentation—0
You Only Estimate Once: Unified, One-stage, Real-Time Category-level Articulated Object 6D Pose Estimation for Robotic Grasping—0
NeurNCD: Novel Class Discovery via Implicit Neural Representation—0
GS4: Generalizable Sparse Splatting Semantic SLAM—0
DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling—0
CzechLynx: A Dataset for Individual Identification and Pose Estimation of the Eurasian Lynx—0
Gen-n-Val: Agentic Image Data Generation and Validation—0
Feature-Based Lie Group Transformer for Real-World Applications—0
SAM-aware Test-time Adaptation for Universal Medical Image SegmentationCode0
Point Cloud Segmentation of Agricultural Vehicles using 3D Gaussian Splatting—0
U-NetMN and SegNetMN: Modified U-Net and SegNet models for bimodal SAR image segmentation—0
Bringing SAM to new heights: Leveraging elevation data for tree crown segmentation from drone imagery—0
Refer to Anything with Vision-Language Prompts—0
You Only Train Once—0
A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks—0
Sounding that Object: Interactive Object-Aware Image to Audio Generation—0
Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather—0
Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework—0
InterRVOS: Interaction-aware Referring Video Object Segmentation—0
Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object SegmentationCode0
Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation—0
Overcoming Data Scarcity in Scanning Tunnelling Microscopy Image Segmentation—0
unMORE: Unsupervised Multi-Object Segmentation via Center-Boundary ReasoningCode0
Bi-Manual Joint Camera Calibration and Scene Representation—0
Decoupled Competitive Framework for Semi-supervised Medical Image SegmentationCode0
Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image SegmentationCode0
SPPSFormer: High-quality Superpoint-based Transformer for Roof Plane Instance Segmentation from Point Clouds—0
NUC-Net: Non-uniform Cylindrical Partition Network for Efficient LiDAR Semantic SegmentationCode0
ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image SegmentationCode0
SoundSculpt: Direction and Semantics Driven Ambisonic Target Sound Extraction—0
Revisiting Cross-Modal Knowledge Distillation: A Disentanglement Approach for RGBD Semantic SegmentationCode0
Federated Unsupervised Semantic Segmentation—0
MaskAdapt: Unsupervised Geometry-Aware Domain Adaptation Using Multimodal Contextual Learning and RGB-Depth Masking—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