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Semantic Segmentation

Papers

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Showing 4751–4800 of 14763 papers

TitleStatusHype
SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative LearningCode0
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation—0
Identity documents recognition and detection using semantic segmentation with convolutional neural network—0
Hyperspectral image segmentation with a machine learning model trained using quantum annealer—0
OnlineAnySeg: Online Zero-Shot 3D Segmentation by Visual Foundation Model Guided 2D Mask Merging—0
HiMo: High-Speed Objects Motion Compensation in Point Clouds—0
Training-Free Dataset Pruning for Instance SegmentationCode0
Unifying Light Field Perception with Field of ParallaxCode0
Detection of Customer Interested Garments in Surveillance Video using Computer Vision—0
Ranking pre-trained segmentation models for zero-shot transferability—0
Explainable LiDAR 3D Point Cloud Segmentation and Clustering for Detecting Airplane-Generated Wind Turbulence—0
Conformal Lyapunov Optimization: Optimal Resource Allocation under Deterministic Reliability Constraints—0
Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction—0
Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image SegmentationCode0
Weakly Supervised Segmentation Framework for Thyroid Nodule Based on High-confidence Labels and High-rationality LossesCode0
Test-Time Modality Generalization for Medical Image Segmentation—0
You Only Click Once: Single Point Weakly Supervised 3D Instance Segmentation for Autonomous Driving—0
Learning Mask Invariant Mutual Information for Masked Image Modeling—0
Multi-Scale Neighborhood Occupancy Masked Autoencoder for Self-Supervised Learning in LiDAR Point Clouds—0
3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds—0
Dictionary-based Framework for Interpretable and Consistent Object Parsing—0
Enhanced Neuromorphic Semantic Segmentation Latency through Stream Event—0
NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts—0
An Analysis of Data Transformation Effects on Segment Anything 2—0
OpenFly: A Comprehensive Platform for Aerial Vision-Language Navigation—0
CAML: Collaborative Auxiliary Modality Learning for Multi-Agent Systems—0
SpecDM: Hyperspectral Dataset Synthesis with Pixel-level Semantic Annotations—0
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image SegmentationCode0
CLIMB-3D: Continual Learning for Imbalanced 3D Instance SegmentationCode0
A Priori Generalizability Estimate for a CNN—0
MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image SegmentationCode0
An Enhanced Large Language Model For Cross Modal Query Understanding System Using DL-KeyBERT Based CAZSSCL-MPGPT—0
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review—0
Rewards-based image analysis in microscopy—0
A Comparative Tutorial of the Histogram-based Image Segmentation Methods—0
VPNeXt -- Rethinking Dense Decoding for Plain Vision Transformer—0
Dr. Splat: Directly Referring 3D Gaussian Splatting via Direct Language Embedding Registration—0
Cross-Model Transferability of Adversarial Patches in Real-time Segmentation for Autonomous DrivingCode0
FeatSharp: Your Vision Model Features, Sharper—0
Aligning Task- and Reconstruction-Oriented Communications for Edge Intelligence—0
Image Translation-Based Unsupervised Cross-Modality Domain Adaptation for Medical Image Segmentation—0
UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction—0
Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic SegmentationCode0
Graph Attention Convolutional U-NET: A Semantic Segmentation Model for Identifying Flooded Areas—0
DOEI: Dual Optimization of Embedding Information for Attention-Enhanced Class Activation MapsCode0
Distributed U-net model and Image Segmentation for Lung Cancer Detection—0
Multi-dataset synergistic in supervised learning to pre-label structural components in point clouds from shell construction scenes—0
Reinforcement Learning for Ultrasound Image Analysis A Comprehensive Review of Advances and Applications—0
Bayesian SegNet for Semantic Segmentation with Improved Interpretation of Microstructural Evolution During Irradiation of Materials—0
Deep learning based infrared small object segmentation: Challenges and future directions—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
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