Browse State-of-the-Art › Image Segmentation › Papers, page 22
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 22 of 51: papers 2,101 to 2,200 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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MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models12 Jun 2025 0 repositories listed
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Semantic Localization Guiding Segment Anything Model For Reference Remote Sensing Image Segmentation12 Jun 2025 0 repositories listed
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ELBO-T2IAlign: A Generic ELBO-Based Method for Calibrating Pixel-level Text-Image Alignment in Diffusion Models11 Jun 2025 0 repositories listed
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ContextLoss: Context Information for Topology-Preserving Segmentation10 Jun 2025 0 repositories listed
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A System for Accurate Tracking and Video Recordings of Rodent Eye Movements using Convolutional Neural Networks for Biomedical Image Segmentation9 Jun 2025 0 repositories listed
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Segment Any Architectural Facades (SAAF):An automatic segmentation model for building facades, walls and windows based on multimodal semantics guidance9 Jun 2025 0 repositories listed
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Text-guided multi-stage cross-perception network for medical image segmentation9 Jun 2025 0 repositories listed
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Active Contour Models Driven by Hyperbolic Mean Curvature Flow for Image Segmentation7 Jun 2025 0 repositories listed
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DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling5 Jun 2025 0 repositories listed
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Refer to Anything with Vision-Language Prompts5 Jun 2025 0 repositories listed
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SAM-aware Test-time Adaptation for Universal Medical Image Segmentation5 Jun 2025 0 repositories listed
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U-NetMN and SegNetMN: Modified U-Net and SegNet models for bimodal SAR image segmentation5 Jun 2025 0 repositories listed
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A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks4 Jun 2025 0 repositories listed
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Sounding that Object: Interactive Object-Aware Image to Audio Generation4 Jun 2025 0 repositories listed
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Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework3 Jun 2025 0 repositories listed
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Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation2 Jun 2025 0 repositories listed
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Overcoming Data Scarcity in Scanning Tunnelling Microscopy Image Segmentation2 Jun 2025 0 repositories listed
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ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation30 May 2025 0 repositories listed
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SoundSculpt: Direction and Semantics Driven Ambisonic Target Sound Extraction30 May 2025 0 repositories listed
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Federated Unsupervised Semantic Segmentation29 May 2025 0 repositories listed
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PCA for Enhanced Cross-Dataset Generalizability in Breast Ultrasound Tumor Segmentation29 May 2025 0 repositories listed
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MAMBO-NET: Multi-Causal Aware Modeling Backdoor-Intervention Optimization for Medical Image Segmentation Network28 May 2025 0 repositories listed
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SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning28 May 2025 0 repositories listed
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Geometric Feature Prompting of Image Segmentation Models27 May 2025 0 repositories listed
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LlamaSeg: Image Segmentation via Autoregressive Mask Generation26 May 2025 0 repositories listed
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What You Perceive Is What You Conceive: A Cognition-Inspired Framework for Open Vocabulary Image Segmentation26 May 2025 0 repositories listed
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Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model25 May 2025 0 repositories listed
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FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation23 May 2025 0 repositories listed
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Auto-nnU-Net: Towards Automated Medical Image Segmentation22 May 2025 0 repositories listed
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BadDepth: Backdoor Attacks Against Monocular Depth Estimation in the Physical World22 May 2025 0 repositories listed
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Efficient Prototype Consistency Learning in Medical Image Segmentation via Joint Uncertainty and Data Augmentation22 May 2025 0 repositories listed
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P3Net: Progressive and Periodic Perturbation for Semi-Supervised Medical Image Segmentation21 May 2025 0 repositories listed
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TAGS: 3D Tumor-Adaptive Guidance for SAM21 May 2025 0 repositories listed
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Zero-Shot Gaze-based Volumetric Medical Image Segmentation21 May 2025 0 repositories listed
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20 May 2025 0 repositories listed Syntology 0 ran · 3 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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TransMedSeg: A Transferable Semantic Framework for Semi-Supervised Medical Image Segmentation20 May 2025 0 repositories listed
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Unintended Bias in 2D+ Image Segmentation and Its Effect on Attention Asymmetry20 May 2025 0 repositories listed
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Self-Supervised Learning for Image Segmentation: A Comprehensive Survey19 May 2025 0 repositories listed
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Mutual Evidential Deep Learning for Medical Image Segmentation18 May 2025 0 repositories listed
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AoP-SAM: Automation of Prompts for Efficient Segmentation17 May 2025 0 repositories listed
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Bayesian Deep Learning Approaches for Uncertainty-Aware Retinal OCT Image Segmentation for Multiple Sclerosis17 May 2025 0 repositories listed
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PRS-Med: Position Reasoning Segmentation with Vision-Language Model in Medical Imaging17 May 2025 0 repositories listed
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Rethinking the Mean Teacher Strategy from the Perspective of Self-paced Learning16 May 2025 0 repositories listed
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BoundarySeg:An Embarrassingly Simple Method To Boost Medical Image Segmentation Performance for Low Data Regimes14 May 2025 0 repositories listed
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Using Foundation Models as Pseudo-Label Generators for Pre-Clinical 4D Cardiac CT Segmentation14 May 2025 0 repositories listed
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Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results13 May 2025 0 repositories listed
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VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation13 May 2025 0 repositories listed
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Robust Kidney Abnormality Segmentation: A Validation Study of an AI-Based Framework12 May 2025 0 repositories listed
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Towards user-centered interactive medical image segmentation in VR with an assistive AI agent12 May 2025 0 repositories listed
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Boosting Cross-spectral Unsupervised Domain Adaptation for Thermal Semantic Segmentation11 May 2025 0 repositories listed
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Adapting a Segmentation Foundation Model for Medical Image Classification9 May 2025 0 repositories listed
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BrainSegDMlF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation9 May 2025 0 repositories listed
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Image Segmentation via Variational Model Based Tailored UNet: A Deep Variational Framework9 May 2025 0 repositories listed
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Structured Prediction with Abstention via the Lovász Hinge9 May 2025 0 repositories listed
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ADNP-15: An Open-Source Histopathological Dataset for Neuritic Plaque Segmentation in Human Brain Whole Slide Images with Frequency Domain Image Enhancement for Stain Normalization8 May 2025 0 repositories listed
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Advancing 3D Medical Image Segmentation: Unleashing the Potential of Planarian Neural Networks in Artificial Intelligence7 May 2025 0 repositories listed
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RAFT: Robust Augmentation of FeaTures for Image Segmentation7 May 2025 0 repositories listed
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Artificial Protozoa Optimizer (APO): A novel bio-inspired metaheuristic algorithm for engineering optimization6 May 2025 0 repositories listed
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UNet-3D with Adaptive TverskyCE Loss for Pancreas Medical Image Segmentation4 May 2025 0 repositories listed
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Not Every Tree Is a Forest: Benchmarking Forest Types from Satellite Remote Sensing3 May 2025 0 repositories listed
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RESAnything: Attribute Prompting for Arbitrary Referring Segmentation3 May 2025 0 repositories listed
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GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation2 May 2025 0 repositories listed
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Neuroevolution of Self-Attention Over Proto-Objects30 Apr 2025 0 repositories listed
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LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic Insight29 Apr 2025 0 repositories listed
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RadSAM: Segmenting 3D radiological images with a 2D promptable model29 Apr 2025 0 repositories listed
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SAM-Guided Robust Representation Learning for One-Shot 3D Medical Image Segmentation29 Apr 2025 0 repositories listed
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NUDF: Neural Unsigned Distance Fields for high resolution 3D medical image segmentation25 Apr 2025 0 repositories listed
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SAIP-Net: Enhancing Remote Sensing Image Segmentation via Spectral Adaptive Information Propagation23 Apr 2025 0 repositories listed
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Performance Estimation for Supervised Medical Image Segmentation Models on Unlabeled Data Using UniverSeg22 Apr 2025 0 repositories listed
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TWIG: Two-Step Image Generation using Segmentation Masks in Diffusion Models21 Apr 2025 0 repositories listed
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LGD: Leveraging Generative Descriptions for Zero-Shot Referring Image Segmentation20 Apr 2025 0 repositories listed
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Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation20 Apr 2025 0 repositories listed
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SuperCL: Superpixel Guided Contrastive Learning for Medical Image Segmentation Pre-training20 Apr 2025 0 repositories listed
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WT-BCP: Wavelet Transform based Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation20 Apr 2025 0 repositories listed
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Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation19 Apr 2025 0 repositories listed
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Lightweight Road Environment Segmentation using Vector Quantization19 Apr 2025 0 repositories listed
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DADU: Dual Attention-based Deep Supervised UNet for Automated Semantic Segmentation of Cardiac Images18 Apr 2025 0 repositories listed
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Efficient Parameter Adaptation for Multi-Modal Medical Image Segmentation and Prognosis18 Apr 2025 0 repositories listed
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Contour Field based Elliptical Shape Prior for the Segment Anything Model17 Apr 2025 0 repositories listed
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Hybrid Dense-UNet201 Optimization for Pap Smear Image Segmentation Using Spider Monkey Optimization17 Apr 2025 0 repositories listed
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Cross-Frequency Collaborative Training Network and Dataset for Semi-supervised First Molar Root Canal Segmentation16 Apr 2025 0 repositories listed
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Remote sensing colour image semantic segmentation of trails created by large herbivorous Mammals16 Apr 2025 0 repositories listed
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TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation16 Apr 2025 0 repositories listed
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Efficient Medical Image Restoration via Reliability Guided Learning in Frequency Domain15 Apr 2025 0 repositories listed
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From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation15 Apr 2025 0 repositories listed
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LightFormer: A lightweight and efficient decoder for remote sensing image segmentation15 Apr 2025 0 repositories listed
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HDC: Hierarchical Distillation for Multi-level Noisy Consistency in Semi-Supervised Fetal Ultrasound Segmentation14 Apr 2025 0 repositories listed
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Real-time Seafloor Segmentation and Mapping14 Apr 2025 0 repositories listed
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Zero-shot Autonomous Microscopy for Scalable and Intelligent Characterization of 2D Materials14 Apr 2025 0 repositories listed
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Mixture-of-Shape-Experts (MoSE): End-to-End Shape Dictionary Framework to Prompt SAM for Generalizable Medical Segmentation13 Apr 2025 0 repositories listed
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AerOSeg: Harnessing SAM for Open-Vocabulary Segmentation in Remote Sensing Images12 Apr 2025 0 repositories listed
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Multi-Modal Brain Tumor Segmentation via 3D Multi-Scale Self-attention and Cross-attention12 Apr 2025 0 repositories listed
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PathSeqSAM: Sequential Modeling for Pathology Image Segmentation with SAM212 Apr 2025 0 repositories listed
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Do Segmentation Models Understand Vascular Structure? A Blob-Based XAI Framework11 Apr 2025 0 repositories listed
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SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data11 Apr 2025 0 repositories listed
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Conditional Conformal Risk Adaptation10 Apr 2025 0 repositories listed
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Nonlocal Retinex-Based Variational Model and its Deep Unfolding Twin for Low-Light Image Enhancement10 Apr 2025 0 repositories listed
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PRAD: Periapical Radiograph Analysis Dataset and Benchmark Model Development10 Apr 2025 0 repositories listed
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SydneyScapes: Image Segmentation for Australian Environments10 Apr 2025 0 repositories listed
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Zeus: Zero-shot LLM Instruction for Union Segmentation in Multimodal Medical Imaging9 Apr 2025 0 repositories listed
Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.