Methods › Computer Vision › Image Segmentation Models › SAM › Papers, page 9
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 9 of 10: papers 801 to 900 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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Towards Cross-Table Masked Pretraining for Web Data Mining 10 Jul 2023 · 2 repositories · arXiv:2307.04308Syntology official: harvested, nothing 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) · 1 pointer-only (licence)
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Matching in the Wild: Learning Anatomical Embeddings for Multi-Modality Images 7 Jul 2023 · 0 repositories · arXiv:2307.03535
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RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object Segmentation 3 Jul 2023 · 1 repository · arXiv:2307.00997
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SAMAug: Point Prompt Augmentation for Segment Anything Model 3 Jul 2023 · 1 repository · arXiv:2307.01187Syntology 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) · 3 unverified (of 11 harvested samples) · 5 pointer-only (licence)
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Segment Anything Meets Point Tracking 3 Jul 2023 · 1 repository · arXiv:2307.01197Syntology official (archive's flag): 7 ran · 7 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; 0 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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All-in-SAM: from Weak Annotation to Pixel-wise Nuclei Segmentation with Prompt-based Finetuning 1 Jul 2023 · 0 repositories · arXiv:2307.00290
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Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization Optimizer 30 Jun 2023 · 1 repository · arXiv:2306.17504
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Training-free Object Counting with Prompts 30 Jun 2023 · 1 repository · arXiv:2307.00038
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Detect Any Deepfakes: Segment Anything Meets Face Forgery Detection and Localization 29 Jun 2023 · 1 repository · arXiv:2306.17075
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The Segment Anything Model (SAM) for Remote Sensing Applications: From Zero to One Shot 29 Jun 2023 · 1 repository · arXiv:2306.16623Syntology official (archive's flag): 7 ran · 7 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; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples)
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Effective Transfer of Pretrained Large Visual Model for Fabric Defect Segmentation via Specifc Knowledge Injection 28 Jun 2023 · 0 repositories · arXiv:2306.16186
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RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model 28 Jun 2023 · 1 repository · arXiv:2306.16269
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MedLSAM: Localize and Segment Anything Model for 3D CT Images 26 Jun 2023 · 1 repository · arXiv:2306.14752
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Faster Segment Anything: Towards Lightweight SAM for Mobile Applications 25 Jun 2023 · 3 repositories · arXiv:2306.14289Syntology community repositories only · 4 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; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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When SAM Meets Sonar Images 25 Jun 2023 · 1 repository · arXiv:2306.14109
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SAM++: Enhancing Anatomic Matching using Semantic Information and Structural Inference 24 Jun 2023 · 0 repositories · arXiv:2306.13988
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Utilizing Segment Anything Model For Assessing Localization of GRAD-CAM in Medical Imaging 24 Jun 2023 · 0 repositories · arXiv:2306.15692
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3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentation 23 Jun 2023 · 1 repository · arXiv:2306.13465
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How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images 23 Jun 2023 · 1 repository · arXiv:2306.13731Syntology official (archive's flag): 6 ran · 6 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; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
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Robustness of Segment Anything Model (SAM) for Autonomous Driving in Adverse Weather Conditions 23 Jun 2023 · 0 repositories · arXiv:2306.13290
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Ladder Fine-tuning approach for SAM integrating complementary network 22 Jun 2023 · 1 repository · arXiv:2306.12737Syntology official (archive's flag): 6 ran · 6 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; 3 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 7 pointer-only (licence)
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Comparative Analysis of Segment Anything Model and U-Net for Breast Tumor Detection in Ultrasound and Mammography Images 21 Jun 2023 · 0 repositories · arXiv:2306.12510
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Fast Segment Anything 21 Jun 2023 · 1 repository · arXiv:2306.12156
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Segment Anything Model (SAM) for Radiation Oncology 20 Jun 2023 · 0 repositories · arXiv:2306.11730
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Enlighten Anything: When Segment Anything Model Meets Low-Light Image Enhancement 17 Jun 2023 · 2 repositories · arXiv:2306.10286
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Practical Sharpness-Aware Minimization Cannot Converge All the Way to Optima 16 Jun 2023 · 0 repositories · arXiv:2306.09850
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Use of a humanoid robot for auditory psychophysical testing 16 Jun 2023 · 0 repositories · arXiv:2306.09714
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TomoSAM: a 3D Slicer extension using SAM for tomography segmentation 14 Jun 2023 · 1 repository · arXiv:2306.08609
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Robustness of SAM: Segment Anything Under Corruptions and Beyond 13 Jun 2023 · 0 repositories · arXiv:2306.07713
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AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder 10 Jun 2023 · 0 repositories · arXiv:2306.06370
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Differentially Private Sharpness-Aware Training 9 Jun 2023 · 1 repository · arXiv:2306.05651Syntology official (archive's flag): 1 ran · 9 ran (of which 1 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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Matting Anything 8 Jun 2023 · 1 repository · arXiv:2306.05399Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 5 pointer-only (licence)
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Normalization Layers Are All That Sharpness-Aware Minimization Needs 7 Jun 2023 · 1 repository · arXiv:2306.04226
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Optimal Transport Model Distributional Robustness 7 Jun 2023 · 1 repository · arXiv:2306.04178Syntology 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) · 1 pointer-only (licence)
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SAM3D: Segment Anything in 3D Scenes 6 Jun 2023 · 1 repository · arXiv:2306.03908Syntology official (archive's flag): 8 ran · 8 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; 0 where Syntology's instrument failed) · 6 unverified (of 14 harvested samples) · 3 pointer-only (licence)
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Towards Label-free Scene Understanding by Vision Foundation Models 6 Jun 2023 · 1 repository · arXiv:2306.03899
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SAM3D: Zero-Shot 3D Object Detection via Segment Anything Model 4 Jun 2023 · 1 repository · arXiv:2306.02245
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USD: Unknown Sensitive Detector Empowered by Decoupled Objectness and Segment Anything Model 4 Jun 2023 · 0 repositories · arXiv:2306.02275
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Segment Anything Meets Semantic Communication 3 Jun 2023 · 0 repositories · arXiv:2306.02094
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Understanding Segment Anything Model: SAM is Biased Towards Texture Rather than Shape 3 Jun 2023 · 0 repositories · arXiv:2311.11465
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Segment Anything in High Quality 2 Jun 2023 · 4 repositories · arXiv:2306.01567Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 14 unverified (of 17 harvested samples) · 8 pointer-only (licence)
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DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation 1 Jun 2023 · 1 repository · arXiv:2306.00499
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SAM-helps-Shadow:When Segment Anything Model meet shadow removal 1 Jun 2023 · 1 repository · arXiv:2306.06113
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ZeroPose: CAD-Prompted Zero-shot Object 6D Pose Estimation in Cluttered Scenes 29 May 2023 · 0 repositories · arXiv:2305.17934
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Detect Any Shadow: Segment Anything for Video Shadow Detection 26 May 2023 · 1 repository · arXiv:2305.16698
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A Similarity Alignment Model for Video Copy Segment Matching 25 May 2023 · 1 repository · arXiv:2305.15679Syntology official (archive's flag): 8 ran · 8 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; 0 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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On the Robustness of Segment Anything 25 May 2023 · 0 repositories · arXiv:2305.16220
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Sharpness-Aware Minimization Revisited: Weighted Sharpness as a Regularization Term 25 May 2023 · 1 repository · arXiv:2305.15817
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The Crucial Role of Normalization in Sharpness-Aware Minimization 24 May 2023 · 0 repositories · arXiv:2305.15287
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A Dive into SAM Prior in Image Restoration 23 May 2023 · 0 repositories · arXiv:2305.13620
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SAD: Segment Any RGBD 23 May 2023 · 1 repository · arXiv:2305.14207
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UVOSAM: A Mask-free Paradigm for Unsupervised Video Object Segmentation via Segment Anything Model 22 May 2023 · 1 repository · arXiv:2305.12659
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BreastSAM: A Study of Segment Anything Model for Breast Tumor Detection in Ultrasound Images 21 May 2023 · 0 repositories · arXiv:2305.12447
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When SAM Meets Shadow Detection 19 May 2023 · 1 repository · arXiv:2305.11513
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Explain Any Concept: Segment Anything Meets Concept-Based Explanation 17 May 2023 · 1 repository · arXiv:2305.10289Syntology 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) · 2 pointer-only (licence)
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SAM for Poultry Science 17 May 2023 · 0 repositories · arXiv:2305.10254
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Leaf Only SAM: A Segment Anything Pipeline for Zero-Shot Automated Leaf Segmentation 16 May 2023 · 1 repository · arXiv:2305.09418
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A Comprehensive Survey on Segment Anything Model for Vision and Beyond 14 May 2023 · 1 repository · arXiv:2305.08196
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A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering 12 May 2023 · 0 repositories · arXiv:2306.06211
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An Empirical Study on the Robustness of the Segment Anything Model (SAM) 10 May 2023 · 0 repositories · arXiv:2305.06422
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Sharpness-Aware Minimization Alone can Improve Adversarial Robustness 9 May 2023 · 1 repository · arXiv:2305.05392
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Segment Anything Model (SAM) Enhanced Pseudo Labels for Weakly Supervised Semantic Segmentation 9 May 2023 · 1 repository · arXiv:2305.05803
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Assessing Rate limits Using Behavioral and Neural Responses of Interaural-Time-Difference Cues in Fine-Structure and Envelope 5 May 2023 · 0 repositories · arXiv:2305.03297
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BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks 5 May 2023 · 0 repositories · arXiv:2305.03289
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Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey 5 May 2023 · 0 repositories · arXiv:2305.03678
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Personalize Segment Anything Model with One Shot 4 May 2023 · 1 repository · arXiv:2305.03048
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AV-SAM: Segment Anything Model Meets Audio-Visual Localization and Segmentation 3 May 2023 · 0 repositories · arXiv:2305.01836
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SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model 3 May 2023 · 2 repositories · arXiv:2305.02034Syntology community repositories only · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 2 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 3 pointer-only (licence)
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An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems 2 May 2023 · 1 repository · arXiv:2305.01586Syntology official (archive's flag): 5 ran · 5 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; 4 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 6 pointer-only (licence)
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Scalable Mask Annotation for Video Text Spotting 2 May 2023 · 1 repository · arXiv:2305.01443
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Attack-SAM: Towards Attacking Segment Anything Model With Adversarial Examples 1 May 2023 · 0 repositories · arXiv:2305.00866
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Polyp-SAM: Transfer SAM for Polyp Segmentation 29 Apr 2023 · 1 repository · arXiv:2305.00293
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Segment Anything Model (SAM) Meets Glass: Mirror and Transparent Objects Cannot Be Easily Detected 29 Apr 2023 · 0 repositories · arXiv:2305.00278
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An Adaptive Policy to Employ Sharpness-Aware Minimization 28 Apr 2023 · 0 repositories · arXiv:2304.14647
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Zero-shot performance of the Segment Anything Model (SAM) in 2D medical imaging: A comprehensive evaluation and practical guidelines 28 Apr 2023 · 0 repositories · arXiv:2305.00109
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SAM Meets Robotic Surgery: An Empirical Study in Robustness Perspective 28 Apr 2023 · 0 repositories · arXiv:2304.14674
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SAM on Medical Images: A Comprehensive Study on Three Prompt Modes 28 Apr 2023 · 0 repositories · arXiv:2305.00035
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Segment Anything Model for Medical Images? 28 Apr 2023 · 1 repository · arXiv:2304.14660
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SkinSAM: Empowering Skin Cancer Segmentation with Segment Anything Model 27 Apr 2023 · 0 repositories · arXiv:2304.13973
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Customized Segment Anything Model for Medical Image Segmentation 26 Apr 2023 · 1 repository · arXiv:2304.13785Syntology official (archive's flag): 6 ran · 6 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; 3 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 4 pointer-only (licence)
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GazeSAM: What You See is What You Segment 26 Apr 2023 · 1 repository · arXiv:2304.13844
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Application of Segment Anything Model for Civil Infrastructure Defect Assessment 25 Apr 2023 · 2 repositories · arXiv:2304.12600
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Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation 25 Apr 2023 · 1 repository · arXiv:2304.12637
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Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation 25 Apr 2023 · 5 repositories · arXiv:2304.12620
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Segment anything, from space? 25 Apr 2023 · 0 repositories · arXiv:2304.13000
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Segment Anything in 3D with Radiance Fields 24 Apr 2023 · 1 repository · arXiv:2304.12308Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 19 harvested samples) · 6 pointer-only (licence)
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Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model 22 Apr 2023 · 1 repository · arXiv:2304.11332
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Can SAM Count Anything? An Empirical Study on SAM Counting 21 Apr 2023 · 1 repository · arXiv:2304.10817
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Segment Anything Model for Medical Image Analysis: an Experimental Study 20 Apr 2023 · 2 repositories · arXiv:2304.10517
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Computer-Vision Benchmark Segment-Anything Model (SAM) in Medical Images: Accuracy in 12 Datasets 18 Apr 2023 · 0 repositories · arXiv:2304.09324
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SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and More 18 Apr 2023 · 1 repository · arXiv:2304.09148
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Learning to "Segment Anything" in Thermal Infrared Images through Knowledge Distillation with a Large Scale Dataset SATIR 17 Apr 2023 · 1 repository · arXiv:2304.07969
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When SAM Meets Medical Images: An Investigation of Segment Anything Model (SAM) on Multi-phase Liver Tumor Segmentation 17 Apr 2023 · 0 repositories · arXiv:2304.08506
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Deep learning universal crater detection using Segment Anything Model (SAM) 16 Apr 2023 · 0 repositories · arXiv:2304.07764
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Can SAM Segment Polyps? 15 Apr 2023 · 1 repository · arXiv:2304.07583
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SAM Struggles in Concealed Scenes -- Empirical Study on "Segment Anything" 12 Apr 2023 · 0 repositories · arXiv:2304.06022
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SAMM (Segment Any Medical Model): A 3D Slicer Integration to SAM 12 Apr 2023 · 1 repository · arXiv:2304.05622
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Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications 12 Apr 2023 · 1 repository · arXiv:2304.05750
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Semantic-Aware Mixup for Domain Generalization 12 Apr 2023 · 1 repository · arXiv:2304.05675
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SAM vs BET: A Comparative Study for Brain Extraction and Segmentation of Magnetic Resonance Images using Deep Learning 10 Apr 2023 · 0 repositories · arXiv:2304.04738