Methods › Computer Vision › Image Segmentation Models › SAM › Papers, page 8
Segment Anything Model
SAM
Papers archive 2025-07-28
archive papers tagged: 905 · with a code link: 454 · where Syntology ran a sample: 146 (132 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (146 of 905 tagged: 132 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument)
Page 8 of 10: papers 701 to 800 of 905, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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 instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. 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; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Morphology-Enhanced CAM-Guided SAM for weakly supervised Breast Lesion Segmentation 18 Nov 2023 · 1 repository · arXiv:2311.11176
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Enhancing the Reliability of Segment Anything Model for Auto-Prompting Medical Image Segmentation with Uncertainty Rectification 17 Nov 2023 · 0 repositories · arXiv:2311.10529
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Zero-Shot Digital Rock Image Segmentation with a Fine-Tuned Segment Anything Model 17 Nov 2023 · 0 repositories · arXiv:2311.10865
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Slide-SAM: Medical SAM Meets Sliding Window 16 Nov 2023 · 2 repositories · arXiv:2311.10121
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UnifiedVisionGPT: Streamlining Vision-Oriented AI through Generalized Multimodal Framework 16 Nov 2023 · 1 repository · arXiv:2311.10125
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AdapterShadow: Adapting Segment Anything Model for Shadow Detection 15 Nov 2023 · 1 repository · arXiv:2311.08891
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GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy 14 Nov 2023 · 0 repositories · arXiv:2311.08075
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SAMIHS: Adaptation of Segment Anything Model for Intracranial Hemorrhage Segmentation 14 Nov 2023 · 1 repository · arXiv:2311.08190
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Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM) 14 Nov 2023 · 1 repository · arXiv:2311.08077
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FDNet: Feature Decoupled Segmentation Network for Tooth CBCT Image 11 Nov 2023 · 0 repositories · arXiv:2311.06551
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EviPrompt: A Training-Free Evidential Prompt Generation Method for Segment Anything Model in Medical Images 10 Nov 2023 · 0 repositories · arXiv:2311.06400
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Are foundation models efficient for medical image segmentation? 8 Nov 2023 · 0 repositories · arXiv:2311.04847
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Adapting Segment Anything Model (SAM) through Prompt-based Learning for Enhanced Protein Identification in Cryo-EM Micrographs 4 Nov 2023 · 1 repository · arXiv:2311.16140
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Team I2R-VI-FF Technical Report on EPIC-KITCHENS VISOR Hand Object Segmentation Challenge 2023 31 Oct 2023 · 0 repositories · arXiv:2310.20120
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Are Natural Domain Foundation Models Useful for Medical Image Classification? 30 Oct 2023 · 1 repository · arXiv:2310.19522
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One-shot Localization and Segmentation of Medical Images with Foundation Models 28 Oct 2023 · 0 repositories · arXiv:2310.18642
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Task-driven Prompt Evolution for Foundation Models 26 Oct 2023 · 0 repositories · arXiv:2310.17128
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Winning Prize Comes from Losing Tickets: Improve Invariant Learning by Exploring Variant Parameters for Out-of-Distribution Generalization 25 Oct 2023 · 0 repositories · arXiv:2310.16391
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SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding 23 Oct 2023 · 0 repositories · arXiv:2310.15308
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SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images 23 Oct 2023 · 1 repository · arXiv:2310.15161Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 14 harvested samples)
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SAMCLR: Contrastive pre-training on complex scenes using SAM for view sampling 23 Oct 2023 · 0 repositories · arXiv:2310.14736
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SAM Meets UAP: Attacking Segment Anything Model With Universal Adversarial Perturbation 19 Oct 2023 · 0 repositories · arXiv:2310.12431
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Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation Models 19 Oct 2023 · 1 repository · arXiv:2310.13026Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified (of 13 harvested samples) · 3 pointer-only (licence)
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Black-box Targeted Adversarial Attack on Segment Anything (SAM) 16 Oct 2023 · 0 repositories · arXiv:2310.10010
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Evaluation and improvement of Segment Anything Model for interactive histopathology image segmentation 16 Oct 2023 · 0 repositories · arXiv:2310.10493
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Soft ascent-descent as a stable and flexible alternative to flooding 16 Oct 2023 · 1 repository · arXiv:2310.10006Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Pedestrian Accessible Infrastructure Inventory: Assessing Zero-Shot Segmentation on Multi-Mode Geospatial Data for All Pedestrian Types 15 Oct 2023 · 0 repositories · arXiv:2310.09918
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Learning to Adapt SAM for Segmenting Cross-domain Point Clouds 13 Oct 2023 · 0 repositories · arXiv:2310.08820
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Virtual Augmented Reality for Atari Reinforcement Learning 12 Oct 2023 · 1 repository · arXiv:2310.08683
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Why Does Sharpness-Aware Minimization Generalize Better Than SGD? 11 Oct 2023 · 0 repositories · arXiv:2310.07269
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Empirical Evaluation of the Segment Anything Model (SAM) for Brain Tumor Segmentation 9 Oct 2023 · 0 repositories · arXiv:2310.06162
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Asymmetrically Decentralized Federated Learning 8 Oct 2023 · 0 repositories · arXiv:2310.05093
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TRAM: Bridging Trust Regions and Sharpness Aware Minimization 5 Oct 2023 · 1 repository · arXiv:2310.03646Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
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Comprehensive Multimodal Segmentation in Medical Imaging: Combining YOLOv8 with SAM and HQ-SAM Models 4 Oct 2023 · 0 repositories · arXiv:2310.12995
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Zero-Shot Refinement of Buildings' Segmentation Models using SAM 3 Oct 2023 · 1 repository · arXiv:2310.01845
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Propagating Semantic Labels in Video Data 1 Oct 2023 · 0 repositories · arXiv:2310.00783
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Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology 30 Sep 2023 · 0 repositories · arXiv:2310.00504
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On Memorization and Privacy Risks of Sharpness Aware Minimization 30 Sep 2023 · 0 repositories · arXiv:2310.00488Syntology 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 1 pointer-only (licence)
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nnSAM: Plug-and-play Segment Anything Model Improves nnUNet Performance 29 Sep 2023 · 1 repository · arXiv:2309.16967
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Segment Anything Model is a Good Teacher for Local Feature Learning 29 Sep 2023 · 1 repository · arXiv:2309.16992
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Enhancing Sharpness-Aware Optimization Through Variance Suppression 27 Sep 2023 · 1 repository · arXiv:2309.15639Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 1 pointer-only (licence)
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MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for Echocardiography 24 Sep 2023 · 1 repository · arXiv:2309.13539
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NTO3D: Neural Target Object 3D Reconstruction with Segment Anything 22 Sep 2023 · 1 repository · arXiv:2309.12790
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MoPA: Multi-Modal Prior Aided Domain Adaptation for 3D Semantic Segmentation 21 Sep 2023 · 1 repository · arXiv:2309.11839
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Riemannian SAM: Sharpness-Aware Minimization on Riemannian Manifolds 21 Sep 2023 · 0 repositories
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Sharpness-Aware Minimization and the Edge of Stability 21 Sep 2023 · 1 repository · arXiv:2309.12488Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Sharpness-Aware Minimization Leads to Low-Rank Features 21 Sep 2023 · 1 repository
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3D-U-SAM Network For Few-shot Tooth Segmentation in CBCT Images 20 Sep 2023 · 0 repositories · arXiv:2309.11015
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Dense 2D-3D Indoor Prediction with Sound via Aligned Cross-Modal Distillation 20 Sep 2023 · 1 repository · arXiv:2309.11081
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MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation 16 Sep 2023 · 1 repository · arXiv:2309.08842Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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Segment Anything Model for Brain Tumor Segmentation 15 Sep 2023 · 0 repositories · arXiv:2309.08434
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Beyond Adapting SAM: Towards End-to-End Ultrasound Image Segmentation via Auto Prompting 13 Sep 2023 · 1 repository · arXiv:2309.06824Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified (of 12 harvested samples) · 5 pointer-only (licence)
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SAM-Deblur: Let Segment Anything Boost Image Deblurring 5 Sep 2023 · 1 repository · arXiv:2309.02270
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Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images 4 Sep 2023 · 1 repository · arXiv:2309.01429Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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When 3D Bounding-Box Meets SAM: Point Cloud Instance Segmentation with Weak-and-Noisy Supervision 2 Sep 2023 · 0 repositories · arXiv:2309.00828
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Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning 31 Aug 2023 · 1 repository · arXiv:2308.16466
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SAM-Med2D 30 Aug 2023 · 3 repositories · arXiv:2308.16184Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation 28 Aug 2023 · 1 repository · arXiv:2308.14936Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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SAM-PARSER: Fine-tuning SAM Efficiently by Parameter Space Reconstruction 28 Aug 2023 · 0 repositories · arXiv:2308.14604
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Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy 28 Aug 2023 · 0 repositories · arXiv:2308.14461
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Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars 27 Aug 2023 · 0 repositories · arXiv:2308.14133
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Enhancing Bloodstain Analysis Through AI-Based Segmentation: Leveraging Segment Anything Model for Crime Scene Investigation 27 Aug 2023 · 1 repository · arXiv:2308.13979
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SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation 26 Aug 2023 · 1 repository · arXiv:2308.13759
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Zero-Shot Edge Detection with SCESAME: Spectral Clustering-based Ensemble for Segment Anything Model Estimation 26 Aug 2023 · 1 repository · arXiv:2308.13779
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Deep learning-based interactive segmentation in remote sensing 25 Aug 2023 · 1 repository · arXiv:2308.13174
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QKSAN: A Quantum Kernel Self-Attention Network 25 Aug 2023 · 0 repositories · arXiv:2308.13422
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SAMSNeRF: Segment Anything Model (SAM) Guides Dynamic Surgical Scene Reconstruction by Neural Radiance Field (NeRF) 22 Aug 2023 · 0 repositories · arXiv:2308.11774
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Semantic Graph Representation Learning for Handwritten Mathematical Expression Recognition 21 Aug 2023 · 0 repositories · arXiv:2308.10493
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False Negative/Positive Control for SAM on Noisy Medical Images 20 Aug 2023 · 1 repository · arXiv:2308.10382
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Scene-Aware Feature Matching 19 Aug 2023 · 0 repositories · arXiv:2308.09949
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Understanding Self-attention Mechanism via Dynamical System Perspective 19 Aug 2023 · 0 repositories · arXiv:2308.09939
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SAMedOCT: Adapting Segment Anything Model (SAM) for Retinal OCT 18 Aug 2023 · 0 repositories · arXiv:2308.09331
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SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation 17 Aug 2023 · 1 repository · arXiv:2308.08746Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 6 pointer-only (licence)
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Framework and Model Analysis on Bengali Document Layout Analysis Dataset: BaDLAD 15 Aug 2023 · 0 repositories · arXiv:2309.16700
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ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition 15 Aug 2023 · 2 repositories · arXiv:2308.07815Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation 15 Aug 2023 · 1 repository · arXiv:2308.07624Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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CEmb-SAM: Segment Anything Model with Condition Embedding for Joint Learning from Heterogeneous Datasets 14 Aug 2023 · 0 repositories · arXiv:2308.06957
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SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation 14 Aug 2023 · 0 repositories · arXiv:2308.07156
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Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation? 12 Aug 2023 · 2 repositories · arXiv:2308.06623
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TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-Shot 12 Aug 2023 · 1 repository · arXiv:2308.06444
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Adaptive Low Rank Adaptation of Segment Anything to Salient Object Detection 10 Aug 2023 · 1 repository · arXiv:2308.05426
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AquaSAM: Underwater Image Foreground Segmentation 8 Aug 2023 · 1 repository · arXiv:2308.04218
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AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation 7 Aug 2023 · 1 repository · arXiv:2308.03726Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 6 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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G-Mix: A Generalized Mixup Learning Framework Towards Flat Minima 7 Aug 2023 · 0 repositories · arXiv:2308.03236
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Push the Boundary of SAM: A Pseudo-label Correction Framework for Medical Segmentation 2 Aug 2023 · 0 repositories · arXiv:2308.00883
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FGNet: Towards Filling the Intra-class and Inter-class Gaps for Few-shot Segmentation 1 Aug 2023 · 0 repositories
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Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models 1 Aug 2023 · 0 repositories · arXiv:2308.00675
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Lookbehind-SAM: k steps back, 1 step forward 31 Jul 2023 · 1 repository · arXiv:2307.16704Syntology official (archive's flag): 3 ran · 3 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples)
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SAMFlow: Eliminating Any Fragmentation in Optical Flow with Segment Anything Model 31 Jul 2023 · 0 repositories · arXiv:2307.16586
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Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification 28 Jul 2023 · 1 repository · arXiv:2308.00093
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Improving existing segmentators performance with zero-shot segmentators 26 Jul 2023 · 1 repository
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Industrial Segment Anything -- a Case Study in Aircraft Manufacturing, Intralogistics, Maintenance, Repair, and Overhaul 24 Jul 2023 · 0 repositories · arXiv:2307.12674
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GEM: Boost Simple Network for Glass Surface Segmentation via Vision Foundation Models 22 Jul 2023 · 1 repository · arXiv:2307.12018
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Deep Operator Network Approximation Rates for Lipschitz Operators 19 Jul 2023 · 0 repositories · arXiv:2307.09835
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SAMConvex: Fast Discrete Optimization for CT Registration using Self-supervised Anatomical Embedding and Correlation Pyramid 19 Jul 2023 · 1 repository · arXiv:2307.09727
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RepViT: Revisiting Mobile CNN From ViT Perspective 18 Jul 2023 · 8 repositories · arXiv:2307.09283Syntology 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified (of 12 harvested samples) · 5 pointer-only (licence)
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BuboGPT: Enabling Visual Grounding in Multi-Modal LLMs 17 Jul 2023 · 1 repository · arXiv:2307.08581Syntology 10 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 6 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology 12 Jul 2023 · 1 repository · arXiv:2307.09570
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SAMᴹᵉᵈ: A medical image annotation framework based on large vision model 11 Jul 2023 · 0 repositories · arXiv:2307.05617
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SAM-U: Multi-box prompts triggered uncertainty estimation for reliable SAM in medical image 11 Jul 2023 · 0 repositories · arXiv:2307.04973