Methods › Computer Vision › Image Segmentation Models › SAM › Papers, page 4
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 4 of 10: papers 301 to 400 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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On Efficient Variants of Segment Anything Model: A Survey 7 Oct 2024 · 0 repositories · arXiv:2410.04960
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DB-SAM: Delving into High Quality Universal Medical Image Segmentation 5 Oct 2024 · 1 repository · arXiv:2410.04172
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Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images 3 Oct 2024 · 0 repositories · arXiv:2410.02207
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HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision Transformer 3 Oct 2024 · 0 repositories · arXiv:2410.02528
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SinkSAM: A Monocular Depth-Guided SAM Framework for Automatic Sinkhole Segmentation 2 Oct 2024 · 1 repository · arXiv:2410.01473
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Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision 30 Sep 2024 · 1 repository · arXiv:2409.20293
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Medical Image Segmentation with SAM-generated Annotations 30 Sep 2024 · 0 repositories · arXiv:2409.20253
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Task-Oriented Pre-Training for Drivable Area Detection 30 Sep 2024 · 0 repositories · arXiv:2409.20166
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Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels 30 Sep 2024 · 0 repositories · arXiv:2409.19846
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MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation 28 Sep 2024 · 2 repositories · arXiv:2409.19483
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State-of-the-Art Periorbital Distance Prediction and Disease Classification Using Periorbital Features 27 Sep 2024 · 1 repository · arXiv:2409.18769
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DarkSAM: Fooling Segment Anything Model to Segment Nothing 26 Sep 2024 · 1 repository · arXiv:2409.17874Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 9 harvested samples)
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Global-Local Medical SAM Adaptor Based on Full Adaption 26 Sep 2024 · 0 repositories · arXiv:2409.17486
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Underwater Camouflaged Object Tracking Meets Vision-Language SAM2 25 Sep 2024 · 2 repositories · arXiv:2409.16902
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CAD: Memory Efficient Convolutional Adapter for Segment Anything 24 Sep 2024 · 1 repository · arXiv:2409.15889
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From Passive Watching to Active Learning: Empowering Proactive Participation in Digital Classrooms with AI Video Assistant 24 Sep 2024 · 0 repositories · arXiv:2409.15843
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Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLO 24 Sep 2024 · 0 repositories · arXiv:2409.16205
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Adapting Segment Anything Model for Unseen Object Instance Segmentation 23 Sep 2024 · 0 repositories · arXiv:2409.15481
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SAMEdge: An Edge-cloud Video Analytics Architecture for the Segment Anything Model 23 Sep 2024 · 0 repositories · arXiv:2409.14784
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Towards Ground-truth-free Evaluation of Any Segmentation in Medical Images 23 Sep 2024 · 1 repository · arXiv:2409.14874
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SOS: Segment Object System for Open-World Instance Segmentation With Object Priors 22 Sep 2024 · 1 repository · arXiv:2409.14627Syntology official: harvested, nothing ran · 0 ran · 7 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Foundation Models for Amodal Video Instance Segmentation in Automated Driving 21 Sep 2024 · 1 repository · arXiv:2409.14095
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MCICSAM: Monte Carlo-guided Interpolation Consistency Segment Anything Model for Semi-Supervised Prostate Zone Segmentation 20 Sep 2024 · 0 repositories · arXiv:2409.13371
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PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images 20 Sep 2024 · 1 repository · arXiv:2409.13401Syntology official (archive's flag): 4 ran · 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) · 0 unverified (of 4 harvested samples)
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Enhancing Agricultural Environment Perception via Active Vision and Zero-Shot Learning 19 Sep 2024 · 1 repository · arXiv:2409.12602
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Convergence of Sharpness-Aware Minimization Algorithms using Increasing Batch Size and Decaying Learning Rate 16 Sep 2024 · 0 repositories · arXiv:2409.09984
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An Augmentation-based Model Re-adaptation Framework for Robust Image Segmentation 14 Sep 2024 · 0 repositories · arXiv:2409.09530
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Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM 14 Sep 2024 · 0 repositories · arXiv:2409.09520
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Privacy-Preserving SAM Quantization for Efficient Edge Intelligence in Healthcare 14 Sep 2024 · 0 repositories · arXiv:2410.01813
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Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 Model 14 Sep 2024 · 1 repository · arXiv:2409.09484
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Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images 13 Sep 2024 · 0 repositories · arXiv:2409.08492
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Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? 12 Sep 2024 · 1 repository · arXiv:2409.07960Syntology 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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PaveSAM Segment Anything for Pavement Distress 11 Sep 2024 · 0 repositories · arXiv:2409.07295
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SoftShadow: Leveraging Penumbra-Aware Soft Masks for Shadow Removal 11 Sep 2024 · 1 repository · arXiv:2409.07041
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Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets 11 Sep 2024 · 1 repository · arXiv:2409.07172Syntology official (archive's flag): 2 ran · 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Sam2Rad: A Segmentation Model for Medical Images with Learnable Prompts 10 Sep 2024 · 2 repositories · arXiv:2409.06821
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Shadow Removal Refinement via Material-Consistent Shadow Edges 10 Sep 2024 · 0 repositories · arXiv:2409.06848
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TAVP: Task-Adaptive Visual Prompt for Cross-domain Few-shot Segmentation 9 Sep 2024 · 0 repositories · arXiv:2409.05393
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SSFam: Scribble Supervised Salient Object Detection Family 7 Sep 2024 · 1 repository · arXiv:2409.04817
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Unleashing the Power of Generic Segmentation Models: A Simple Baseline for Infrared Small Target Detection 7 Sep 2024 · 1 repository · arXiv:2409.04714
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TG-LMM: Enhancing Medical Image Segmentation Accuracy through Text-Guided Large Multi-Modal Model 5 Sep 2024 · 0 repositories · arXiv:2409.03412
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Improving Apple Object Detection with Occlusion-Enhanced Distillation 3 Sep 2024 · 0 repositories · arXiv:2409.01573
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When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels 3 Sep 2024 · 0 repositories · arXiv:2409.01691
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Curriculum Prompting Foundation Models for Medical Image Segmentation 1 Sep 2024 · 1 repository · arXiv:2409.00695
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SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation 1 Sep 2024 · 1 repository · arXiv:2409.10542Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Generic Objects as Pose Probes for Few-shot View Synthesis 29 Aug 2024 · 0 repositories · arXiv:2408.16690
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SAM2Point: Segment Any 3D as Videos in Zero-shot and Promptable Manners 29 Aug 2024 · 1 repository · arXiv:2408.16768Syntology official (archive's flag): 10 ran · 10 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; 0 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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Unleashing the Temporal-Spatial Reasoning Capacity of GPT for Training-Free Audio and Language Referenced Video Object Segmentation 28 Aug 2024 · 1 repository · arXiv:2408.15876
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Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion Guidance 27 Aug 2024 · 1 repository · arXiv:2408.15063
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Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation 27 Aug 2024 · 1 repository · arXiv:2408.15205Syntology 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, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 9 harvested samples)
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FusionSAM: Latent Space driven Segment Anything Model for Multimodal Fusion and Segmentation 26 Aug 2024 · 0 repositories · arXiv:2408.13980
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Neighborhood and Global Perturbations Supported SAM in Federated Learning: From Local Tweaks To Global Awareness 26 Aug 2024 · 0 repositories · arXiv:2408.14144
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sLORETA is equivalent to single dipole scanning 25 Aug 2024 · 0 repositories · arXiv:2409.07459
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Semantic Alignment for Multimodal Large Language Models 23 Aug 2024 · 0 repositories · arXiv:2408.12867
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Unleashing the Potential of SAM2 for Biomedical Images and Videos: A Survey 23 Aug 2024 · 1 repository · arXiv:2408.12889
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Generalized SAM: Efficient Fine-Tuning of SAM for Variable Input Image Sizes 22 Aug 2024 · 1 repository · arXiv:2408.12406
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SAM-SP: Self-Prompting Makes SAM Great Again 22 Aug 2024 · 0 repositories · arXiv:2408.12364
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Segment Anything Model for Grain Characterization in Hard Drive Design 22 Aug 2024 · 0 repositories · arXiv:2408.12732
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EmbodiedSAM: Online Segment Any 3D Thing in Real Time 21 Aug 2024 · 1 repository · arXiv:2408.11811
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NuSegDG: Integration of Heterogeneous Space and Gaussian Kernel for Domain-Generalized Nuclei Segmentation 21 Aug 2024 · 1 repository · arXiv:2408.11787
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SAM-REF: Rethinking Image-Prompt Synergy for Refinement in Segment Anything 21 Aug 2024 · 0 repositories · arXiv:2408.11535
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SAM-COD: SAM-guided Unified Framework for Weakly-Supervised Camouflaged Object Detection 20 Aug 2024 · 0 repositories · arXiv:2408.10760
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The Instance-centric Transformer for the RVOS Track of LSVOS Challenge: 3rd Place Solution 20 Aug 2024 · 0 repositories · arXiv:2408.10541
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SAM-UNet:Enhancing Zero-Shot Segmentation of SAM for Universal Medical Images 19 Aug 2024 · 1 repository · arXiv:2408.09886
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Segment-Anything Models Achieve Zero-shot Robustness in Autonomous Driving 19 Aug 2024 · 1 repository · arXiv:2408.09839
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Video Object Segmentation via SAM 2: The 4th Solution for LSVOS Challenge VOS Track 19 Aug 2024 · 0 repositories · arXiv:2408.10125
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GoodSAM++: Bridging Domain and Capacity Gaps via Segment Anything Model for Panoramic Semantic Segmentation 17 Aug 2024 · 0 repositories · arXiv:2408.09115
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Segment Anything with Multiple Modalities 17 Aug 2024 · 1 repository · arXiv:2408.09085Syntology 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) · 3 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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Comparative Analysis of Generative Models: Enhancing Image Synthesis with VAEs, GANs, and Stable Diffusion 16 Aug 2024 · 0 repositories · arXiv:2408.08751
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Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models 16 Aug 2024 · 0 repositories · arXiv:2408.08813
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Tuning a SAM-Based Model with Multi-Cognitive Visual Adapter to Remote Sensing Instance Segmentation 16 Aug 2024 · 0 repositories · arXiv:2408.08576
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Enhancing Sharpness-Aware Minimization by Learning Perturbation Radius 15 Aug 2024 · 0 repositories · arXiv:2408.08222
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Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning 15 Aug 2024 · 1 repository · arXiv:2408.07931Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 2 honoured, 1 violated, 5 with no contract checked; 5 where Syntology's instrument failed) · 3 unverified (of 16 harvested samples) · 4 pointer-only (licence)
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Domain-invariant Representation Learning via Segment Anything Model for Blood Cell Classification 14 Aug 2024 · 1 repository · arXiv:2408.07467
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Prompt-Based Segmentation at Multiple Resolutions and Lighting Conditions using Segment Anything Model 2 13 Aug 2024 · 0 repositories · arXiv:2408.06970
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Specialized Change Detection using Segment Anything 13 Aug 2024 · 0 repositories · arXiv:2408.06644
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From SAM to SAM 2: Exploring Improvements in Meta's Segment Anything Model 12 Aug 2024 · 0 repositories · arXiv:2408.06305
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Multi-scale Contrastive Adaptor Learning for Segmenting Anything in Underperformed Scenes 12 Aug 2024 · 0 repositories · arXiv:2408.05936
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Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection 12 Aug 2024 · 1 repository · arXiv:2408.05892
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S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation 12 Aug 2024 · 1 repository · arXiv:2408.06447
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Zero-shot 3D Segmentation of Abdominal Organs in CT Scans Using Segment Anything Model 2: Adapting Video Tracking Capabilities for 3D Medical Imaging 12 Aug 2024 · 0 repositories · arXiv:2408.06170
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SAM-FNet: SAM-Guided Fusion Network for Laryngo-Pharyngeal Tumor Detection 10 Aug 2024 · 1 repository · arXiv:2408.05426
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Is SAM 2 Better than SAM in Medical Image Segmentation? 8 Aug 2024 · 0 repositories · arXiv:2408.04212
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Multi-Scale and Detail-Enhanced Segment Anything Model for Salient Object Detection 8 Aug 2024 · 1 repository · arXiv:2408.04326
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SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation 8 Aug 2024 · 0 repositories · arXiv:2408.04593
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SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More 8 Aug 2024 · 1 repository · arXiv:2408.04579Syntology 3 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; 3 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 3 pointer-only (licence)
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Do Sharpness-based Optimizers Improve Generalization in Medical Image Analysis? 7 Aug 2024 · 0 repositories · arXiv:2408.04065
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Performance and Non-adversarial Robustness of the Segment Anything Model 2 in Surgical Video Segmentation 7 Aug 2024 · 0 repositories · arXiv:2408.04098
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Path-SAM2: Transfer SAM2 for digital pathology semantic segmentation 7 Aug 2024 · 1 repository · arXiv:2408.03651
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Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment 6 Aug 2024 · 1 repository · arXiv:2408.02924
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Biomedical SAM 2: Segment Anything in Biomedical Images and Videos 6 Aug 2024 · 1 repository · arXiv:2408.03286Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 1 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)
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Interactive 3D Medical Image Segmentation with SAM 2 5 Aug 2024 · 1 repository · arXiv:2408.02635Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 1 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
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What Happens Without Background? Constructing Foreground-Only Data for Fine-Grained Tasks 4 Aug 2024 · 0 repositories · arXiv:2408.01998
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Zero-Shot Surgical Tool Segmentation in Monocular Video Using Segment Anything Model 2 3 Aug 2024 · 1 repository · arXiv:2408.01648
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TS-SAM: Fine-Tuning Segment-Anything Model for Downstream Tasks 3 Aug 2024 · 1 repository · arXiv:2408.01835
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SAM 2: Segment Anything in Images and Videos 1 Aug 2024 · 11 repositories · arXiv:2408.00714Syntology official (archive's flag): 3 ran · 40 ran (of which 9 constructed an object rather than computing a result; 34 with no instrument failure: 2 honoured, 0 violated, 32 with no contract checked; 6 where Syntology's instrument failed) · 9 unverified (of 49 harvested samples) · 8 pointer-only (licence)
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Segment anything model 2: an application to 2D and 3D medical images 1 Aug 2024 · 1 repository · arXiv:2408.00756
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Medical SAM 2: Segment medical images as video via Segment Anything Model 2 1 Aug 2024 · 2 repositories · arXiv:2408.00874Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 1 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 2 pointer-only (licence)
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MESA: Effective Matching Redundancy Reduction by Semantic Area Segmentation 1 Aug 2024 · 1 repository · arXiv:2408.00279
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A Federated Learning-Friendly Approach for Parameter-Efficient Fine-Tuning of SAM in 3D Segmentation 31 Jul 2024 · 0 repositories · arXiv:2407.21739