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Segmentation

Papers

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Showing 3301–3350 of 13072 papers

TitleStatusHype
Trust, but Verify: Robust Image Segmentation using Deep Learning—0
Using Diffusion Models to Generate Synthetic Labelled Data for Medical Image SegmentationCode1
Robust Source-Free Domain Adaptation for Fundus Image SegmentationCode1
S^3-TTA: Scale-Style Selection for Test-Time Augmentation in Biomedical Image Segmentation—0
Open-NeRF: Towards Open Vocabulary NeRF Decomposition—0
Gramian Attention Heads are Strong yet Efficient Vision LearnersCode0
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image SegmentationCode1
Anatomically-aware Uncertainty for Semi-supervised Image SegmentationCode1
YOLO-Angio: An Algorithm for Coronary Anatomy Segmentation—0
CPSeg: Finer-grained Image Semantic Segmentation via Chain-of-Thought Language Prompting—0
Pixel-Level Clustering Network for Unsupervised Image Segmentation—0
Semantic Segmentation in Satellite Hyperspectral Imagery by Deep LearningCode0
GNeSF: Generalizable Neural Semantic FieldsCode1
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation ModelsCode1
Towards contrast-agnostic soft segmentation of the spinal cordCode0
Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation—0
SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical ImagesCode2
Multilevel Perception Boundary-guided Network for Breast Lesion Segmentation in Ultrasound Images—0
MSFormer: A Skeleton-multiview Fusion Method For Tooth Instance Segmentation—0
Diffusion-based Data Augmentation for Nuclei Image SegmentationCode1
ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI SegmentationCode0
Multi-stream Cell Segmentation with Low-level Cues for Multi-modality ImagesCode1
Is Weakly-supervised Action Segmentation Ready For Human-Robot Interaction? No, Let's Improve It With Action-union LearningCode2
Linguistically Motivated Sign Language SegmentationCode1
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation—0
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks—0
ROSS: Radar Off-road Semantic Segmentation—0
DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging DataCode0
SILC: Improving Vision Language Pretraining with Self-Distillation—0
Progressive Dual Priori Network for Generalized Breast Tumor SegmentationCode0
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency ModelingCode0
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation ModelsCode0
Deep Learning Techniques for Video Instance Segmentation: A Survey—0
2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision—0
Putting the Object Back into Video Object SegmentationCode3
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image SegmentationCode1
Minimalist and High-Performance Semantic Segmentation with Plain Vision TransformersCode1
Lidar Panoptic Segmentation and Tracking without Bells and WhistlesCode1
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion ModelCode1
TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research—0
Understanding Video Transformers for Segmentation: A Survey of Application and Interpretability—0
Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling—0
Panoptic Out-of-Distribution Segmentation—0
Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation—0
VQ-NeRF: Neural Reflectance Decomposition and Editing with Vector Quantization—0
SegmATRon: Embodied Adaptive Semantic Segmentation for Indoor EnvironmentCode0
Long-form Simultaneous Speech Translation: Thesis Proposal—0
Towards Training-free Open-world Segmentation via Image Prompt Foundation ModelsCode1
NICE: Improving Panoptic Narrative Detection and Segmentation with Cascading Collaborative LearningCode0
Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4VCode4
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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