Browse State-of-the-Art › Image Segmentation › Papers, page 25
Image Segmentation
Papers archive 2025-07-28
archive papers tagged: 5,035 · with a code link: 2,073 · where Syntology ran a sample: 378 (329 with a run with no instrument failure, 49 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (378 of 5,035 tagged: 329 with a run with no instrument failure, 49 where every run was a failure of Syntology's instrument)
Page 25 of 51: papers 2,401 to 2,500 of 5,035, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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BATseg: Boundary-aware Multiclass Spinal Cord Tumor Segmentation on 3D MRI Scans9 Dec 2024 0 repositories listed
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DenseVLM: A Retrieval and Decoupled Alignment Framework for Open-Vocabulary Dense Prediction9 Dec 2024 0 repositories listed
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How Certain are Uncertainty Estimates? Three Novel Earth Observation Datasets for Benchmarking Uncertainty Quantification in Machine Learning9 Dec 2024 0 repositories listed
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MSCrackMamba: Leveraging Vision Mamba for Crack Detection in Fused Multispectral Imagery9 Dec 2024 0 repositories listed
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Dilated Balanced Cross Entropy Loss for Medical Image Segmentation8 Dec 2024 0 repositories listed
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From Deterministic to Probabilistic: A Novel Perspective on Domain Generalization for Medical Image Segmentation7 Dec 2024 0 repositories listed
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RefSAM3D: Adapting SAM with Cross-modal Reference for 3D Medical Image Segmentation7 Dec 2024 0 repositories listed
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UNet++ and LSTM combined approach for Breast Ultrasound Image Segmentation7 Dec 2024 0 repositories listed
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Osteoporosis Prediction from Hand X-ray Images Using Segmentation-for-Classification and Self-Supervised Learning6 Dec 2024 0 repositories listed
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Unsupervised Segmentation by Diffusing, Walking and Cutting6 Dec 2024 0 repositories listed
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Exploring Fully Convolutional Networks for the Segmentation of Hyperspectral Imaging Applied to Advanced Driver Assistance Systems5 Dec 2024 0 repositories listed
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Using Diffusion Priors for Video Amodal Segmentation5 Dec 2024 0 repositories listed
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Appearance Matching Adapter for Exemplar-based Semantic Image Synthesis4 Dec 2024 0 repositories listed
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Assessing the performance of CT image denoisers using Laguerre-Gauss Channelized Hotelling Observer for lesion detection4 Dec 2024 0 repositories listed
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Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical Imaging4 Dec 2024 0 repositories listed
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Is Foreground Prototype Sufficient? Few-Shot Medical Image Segmentation with Background-Fused Prototype4 Dec 2024 0 repositories listed
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Topology-Preserving Image Segmentation with Spatial-Aware Persistent Feature Matching3 Dec 2024 0 repositories listed
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U-Net in Medical Image Segmentation: A Review of Its Applications Across Modalities3 Dec 2024 0 repositories listed
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A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation1 Dec 2024 0 repositories listed
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DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps1 Dec 2024 0 repositories listed
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SPF-Net: Solar panel fault detection using U-Net based deep learning image classification1 Dec 2024 0 repositories listed
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TSUBF-Net: Trans-Spatial UNet-like Network with Bi-direction Fusion for Segmentation of Adenoid Hypertrophy in CT1 Dec 2024 0 repositories listed
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FAN-Unet: Enhancing Unet with vision Fourier Analysis Block for Biomedical Image Segmentation28 Nov 2024 0 repositories listed
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On-chip Hyperspectral Image Segmentation with Fully Convolutional Networks for Scene Understanding in Autonomous Driving28 Nov 2024 0 repositories listed
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An Ensemble Approach for Brain Tumor Segmentation and Synthesis26 Nov 2024 0 repositories listed
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26 Nov 2024 0 repositories listed
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SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting26 Nov 2024 0 repositories listed
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A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation25 Nov 2024 0 repositories listed
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J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation25 Nov 2024 0 repositories listed
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SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation23 Nov 2024 0 repositories listed
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Boundless Across Domains: A New Paradigm of Adaptive Feature and Cross-Attention for Domain Generalization in Medical Image Segmentation22 Nov 2024 0 repositories listed
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Quantum-enhanced unsupervised image segmentation for medical images analysis22 Nov 2024 0 repositories listed
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Enhancing Medical Image Segmentation with Deep Learning and Diffusion Models21 Nov 2024 0 repositories listed
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SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation21 Nov 2024 0 repositories listed
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GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation20 Nov 2024 0 repositories listed
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DiM: f-Divergence Minimization Guided Sharpness-Aware Optimization for Semi-supervised Medical Image Segmentation19 Nov 2024 0 repositories listed
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Visualizing Loss Functions as Topological Landscape Profiles19 Nov 2024 0 repositories listed
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KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling18 Nov 2024 0 repositories listed
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SP³ : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation18 Nov 2024 0 repositories listed
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TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation18 Nov 2024 0 repositories listed
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DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image Segmentation17 Nov 2024 0 repositories listed
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Label Sharing Incremental Learning Framework for Independent Multi-Label Segmentation Tasks17 Nov 2024 0 repositories listed
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FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention16 Nov 2024 0 repositories listed
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CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation15 Nov 2024 0 repositories listed
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Repurposing Stable Diffusion Attention for Training-Free Unsupervised Interactive Segmentation15 Nov 2024 0 repositories listed
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Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images14 Nov 2024 0 repositories listed
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Fast probabilistic snake algorithm14 Nov 2024 0 repositories listed
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OOD-SEG: Out-Of-Distribution detection for image SEGmentation with sparse multi-class positive-only annotations14 Nov 2024 0 repositories listed
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Zero-shot capability of SAM-family models for bone segmentation in CT scans13 Nov 2024 0 repositories listed
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DRIFTS: Optimizing Domain Randomization with Synthetic Data and Weight Interpolation for Fetal Brain Tissue Segmentation11 Nov 2024 0 repositories listed
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Image Segmentation from Shadow-Hints using Minimum Spanning Trees10 Nov 2024 0 repositories listed
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Breaking The Ice: Video Segmentation for Close-Range Ice-Covered Waters7 Nov 2024 0 repositories listed
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FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation7 Nov 2024 0 repositories listed
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Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation7 Nov 2024 0 repositories listed
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Foundation AI Model for Medical Image Segmentation5 Nov 2024 0 repositories listed
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Region-Guided Attack on the Segment Anything Model (SAM)5 Nov 2024 0 repositories listed
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Exploring PCA-based feature representations of image pixels via CNN to enhance food image segmentation3 Nov 2024 0 repositories listed
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Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation3 Nov 2024 0 repositories listed
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Revisiting MAE pre-training for 3D medical image segmentation30 Oct 2024 0 repositories listed
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MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation29 Oct 2024 0 repositories listed
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Empirical curvelet based Fully Convolutional Network for supervised texture image segmentation28 Oct 2024 0 repositories listed
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KA²ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation28 Oct 2024 0 repositories listed
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Microplastic Identification Using AI-Driven Image Segmentation and GAN-Generated Ecological Context25 Oct 2024 0 repositories listed
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Progressive Curriculum Learning with Scale-Enhanced U-Net for Continuous Airway Segmentation24 Oct 2024 0 repositories listed
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SFB-net for cardiac segmentation: Bridging the semantic gap with attention24 Oct 2024 0 repositories listed
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Uncertainty-Error correlations in Evidential Deep Learning models for biomedical segmentation24 Oct 2024 0 repositories listed
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Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation23 Oct 2024 0 repositories listed
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PGDiffSeg: Prior-Guided Denoising Diffusion Model with Parameter-Shared Attention for Breast Cancer Segmentation23 Oct 2024 0 repositories listed
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LIMIS: Towards Language-based Interactive Medical Image Segmentation22 Oct 2024 0 repositories listed
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Label Filling via Mixed Supervision for Medical Image Segmentation from Noisy Annotations21 Oct 2024 0 repositories listed
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MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation20 Oct 2024 0 repositories listed
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Multi-Layer Feature Fusion with Cross-Channel Attention-Based U-Net for Kidney Tumor Segmentation20 Oct 2024 0 repositories listed
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Taming Mambas for Voxel Level 3D Medical Image Segmentation20 Oct 2024 0 repositories listed
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Flame quality monitoring of flare stack based on deep visual features18 Oct 2024 0 repositories listed
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Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation17 Oct 2024 0 repositories listed
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Probabilistic U-Net with Kendall Shape Spaces for Geometry-Aware Segmentations of Images17 Oct 2024 0 repositories listed
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Railway LiDAR semantic segmentation based on intelligent semi-automated data annotation17 Oct 2024 0 repositories listed
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SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation17 Oct 2024 0 repositories listed
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Adaptive Prompt Learning with SAM for Few-shot Scanning Probe Microscope Image Segmentation16 Oct 2024 0 repositories listed
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Mind the Context: Attention-Guided Weak-to-Strong Consistency for Enhanced Semi-Supervised Medical Image Segmentation16 Oct 2024 0 repositories listed
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Explainable Binary Classification of Separable Shape Ensembles16 Oct 2024 0 repositories listed
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Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond16 Oct 2024 0 repositories listed
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Affinity-Graph-Guided Contractive Learning for Pretext-Free Medical Image Segmentation with Minimal Annotation14 Oct 2024 0 repositories listed
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Benefiting from Quantum? A Comparative Study of Q-Seg, Quantum-Inspired Techniques, and U-Net for Crack Segmentation14 Oct 2024 0 repositories listed
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Pubic Symphysis-Fetal Head Segmentation Network Using BiFormer Attention Mechanism and Multipath Dilated Convolution14 Oct 2024 0 repositories listed
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Data Adaptive Few-shot Multi Label Segmentation with Foundation Model13 Oct 2024 0 repositories listed
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Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning13 Oct 2024 0 repositories listed
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A SAM based Tool for Semi-Automatic Food Annotation11 Oct 2024 0 repositories listed
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Few Exemplar-Based General Medical Image Segmentation via Domain-Aware Selective Adaptation11 Oct 2024 0 repositories listed
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Parallel Watershed Partitioning: GPU-Based Hierarchical Image Segmentation11 Oct 2024 0 repositories listed
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VideoSAM: Open-World Video Segmentation11 Oct 2024 0 repositories listed
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Shift and matching queries for video semantic segmentation10 Oct 2024 0 repositories listed
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Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion8 Oct 2024 0 repositories listed
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On Efficient Variants of Segment Anything Model: A Survey7 Oct 2024 0 repositories listed
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A Mathematical Explanation of UNet6 Oct 2024 0 repositories listed
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Conformal confidence sets for biomedical image segmentation4 Oct 2024 0 repositories listed
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DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images3 Oct 2024 0 repositories listed
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MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation3 Oct 2024 0 repositories listed
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Boosting Weakly-Supervised Referring Image Segmentation via Progressive Comprehension2 Oct 2024 0 repositories listed
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Deep learning assisted high resolution microscopy image processing for phase segmentation in functional composite materials2 Oct 2024 0 repositories listed