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Segmentation

Papers

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Showing 301–350 of 13072 papers

TitleStatusHype
FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action SegmentationCode2
Aligning and Prompting Everything All at Once for Universal Visual PerceptionCode2
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous ConvolutionCode2
DFormer: Rethinking RGBD Representation Learning for Semantic SegmentationCode2
3D Face Reconstruction with the Geometric Guidance of Facial Part SegmentationCode2
FEC: Fast Euclidean Clustering for Point Cloud SegmentationCode2
Ambiguous Medical Image Segmentation using Diffusion ModelsCode2
Find Any Part in 3DCode2
F-LMM: Grounding Frozen Large Multimodal ModelsCode2
FM-Fusion: Instance-aware Semantic Mapping Boosted by Vision-Language Foundation ModelsCode2
StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic SegmentationCode2
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and BenchmarkCode2
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic SegmentationCode2
FreeSOLO: Learning to Segment Objects without AnnotationsCode2
From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic SegmentationCode2
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic SegmentationCode2
A-Eval: A Benchmark for Cross-Dataset Evaluation of Abdominal Multi-Organ SegmentationCode2
FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anythingCode2
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point CloudsCode2
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and FutureCode2
Global Context Vision TransformersCode2
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation ModelsCode2
DetailCLIP: Detail-Oriented CLIP for Fine-Grained TasksCode2
Gradient-Driven 3D Segmentation and Affordance Transfer in Gaussian Splatting Using 2D MasksCode2
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask DiffusionCode2
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and LocalizationCode2
Deep learning-driven pulmonary artery and vein segmentation reveals demography-associated vasculature anatomical differencesCode2
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite ImageryCode2
DeepGCNs: Making GCNs Go as Deep as CNNsCode2
HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal ModelCode2
Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial ImageryCode2
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic SegmentationCode2
Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil InfrastructureCode2
HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual PerceiverCode2
Improving Semantic Segmentation via Video Propagation and Label RelaxationCode2
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic SegmentationCode2
A Pilot Study for Chinese SQL Semantic ParsingCode2
Deep Hierarchical Semantic SegmentationCode2
Interactive4D: Interactive 4D LiDAR SegmentationCode2
Delivering Arbitrary-Modal Semantic SegmentationCode2
Is Weakly-supervised Action Segmentation Ready For Human-Robot Interaction? No, Let's Improve It With Action-union LearningCode2
Label Efficient Visual Abstractions for Autonomous DrivingCode2
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image SegmentationCode2
LaSagnA: Language-based Segmentation Assistant for Complex QueriesCode2
Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image SegmentationCode2
Learning-Based Defect Recognitions for Autonomous UAV InspectionsCode2
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body ImagingCode2
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable SegmentationCode2
ASAM: Boosting Segment Anything Model with Adversarial TuningCode2
AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three WeeksCode2
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified