Methods › Computer Vision › Image Segmentation Models › SAM › Papers, page 6
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 6 of 10: papers 501 to 600 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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Ultrasound SAM Adapter: Adapting SAM for Breast Lesion Segmentation in Ultrasound Images 23 Apr 2024 · 1 repository · arXiv:2404.14837
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GeoDiffuser: Geometry-Based Image Editing with Diffusion Models 22 Apr 2024 · 0 repositories · arXiv:2404.14403
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Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic Surgery 22 Apr 2024 · 1 repository · arXiv:2404.14040
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Unraveling the Autism spectrum heterogeneity: Insights from ABIDE I Database using data/model-driven permutation testing approaches 22 Apr 2024 · 0 repositories · arXiv:2405.12225
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Weakly Supervised LiDAR Semantic Segmentation via Scatter Image Annotation 19 Apr 2024 · 0 repositories · arXiv:2404.12861
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Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation 18 Apr 2024 · 0 repositories · arXiv:2404.11998
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Moving Object Segmentation: All You Need Is SAM (and Flow) 18 Apr 2024 · 1 repository · arXiv:2404.12389
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Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery 18 Apr 2024 · 0 repositories · arXiv:2404.12285
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The devil is in the object boundary: towards annotation-free instance segmentation using Foundation Models 18 Apr 2024 · 1 repository · arXiv:2404.11957Syntology 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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Adapting SAM for Surgical Instrument Tracking and Segmentation in Endoscopic Submucosal Dissection Videos 16 Apr 2024 · 0 repositories · arXiv:2404.10640
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How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model 15 Apr 2024 · 1 repository · arXiv:2404.09957Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples)
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Zero-shot detection of buildings in mobile LiDAR using Language Vision Model 15 Apr 2024 · 0 repositories · arXiv:2404.09931
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Adapting the Segment Anything Model During Usage in Novel Situations 12 Apr 2024 · 0 repositories · arXiv:2404.08421
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Pathological Primitive Segmentation Based on Visual Foundation Model with Zero-Shot Mask Generation 12 Apr 2024 · 1 repository · arXiv:2404.08584
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Practical Region-level Attack against Segment Anything Models 12 Apr 2024 · 1 repository · arXiv:2404.08255Syntology official (archive's flag): 6 ran · 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) · 12 pointer-only (licence)
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SAM-I-Am: Semantic Boosting for Zero-shot Atomic-Scale Electron Micrograph Segmentation 9 Apr 2024 · 1 repository · arXiv:2404.06638
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Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation 9 Apr 2024 · 1 repository · arXiv:2404.06362Syntology official (archive's flag): 9 ran · 9 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; 2 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples) · 5 pointer-only (licence)
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Fantastic Animals and Where to Find Them: Segment Any Marine Animal with Dual SAM 7 Apr 2024 · 1 repository · arXiv:2404.04996
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Deep Instruction Tuning for Segment Anything Model 31 Mar 2024 · 1 repository · arXiv:2404.00650
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Memory-based Cross-modal Semantic Alignment Network for Radiology Report Generation 31 Mar 2024 · 0 repositories · arXiv:2404.00588
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Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts 31 Mar 2024 · 1 repository · arXiv:2404.00741Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Revisiting Random Weight Perturbation for Efficiently Improving Generalization 30 Mar 2024 · 1 repository · arXiv:2404.00357Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation 29 Mar 2024 · 1 repository · arXiv:2403.20253
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Selective Attention-based Modulation for Continual Learning 29 Mar 2024 · 0 repositories · arXiv:2403.20086
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Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding 27 Mar 2024 · 1 repository · arXiv:2403.18271Syntology official (archive's flag): 9 ran · 9 ran (of which 3 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples) · 2 pointer-only (licence)
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Segment Any Medical Model Extended 26 Mar 2024 · 1 repository · arXiv:2403.18114
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Distilling Semantic Priors from SAM to Efficient Image Restoration Models 25 Mar 2024 · 0 repositories · arXiv:2403.16368
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GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation 25 Mar 2024 · 0 repositories · arXiv:2403.16370
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Segment Anything Model for Road Network Graph Extraction 24 Mar 2024 · 1 repository · arXiv:2403.16051Syntology official (archive's flag): 17 ran · 17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 18 harvested samples)
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Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image Annotations 22 Mar 2024 · 1 repository · arXiv:2403.15218
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Safe Learning of PDDL Domains with Conditional Effects -- Extended Version 22 Mar 2024 · 0 repositories · arXiv:2403.15251
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Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans 22 Mar 2024 · 1 repository · arXiv:2403.15063Syntology 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) · 6 unverified (of 10 harvested samples)
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MaskSAM: Towards Auto-prompt SAM with Mask Classification for Medical Image Segmentation 21 Mar 2024 · 0 repositories · arXiv:2403.14103
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Unsupervised Audio-Visual Segmentation with Modality Alignment 21 Mar 2024 · 0 repositories · arXiv:2403.14203
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SAMCT: Segment Any CT Allowing Labor-Free Task-Indicator Prompts 20 Mar 2024 · 1 repository · arXiv:2403.13258
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Friendly Sharpness-Aware Minimization 19 Mar 2024 · 1 repository · arXiv:2403.12350Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Segment Anything for comprehensive analysis of grapevine cluster architecture and berry properties 19 Mar 2024 · 0 repositories · arXiv:2403.12935
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LocalStyleFool: Regional Video Style Transfer Attack Using Segment Anything Model 18 Mar 2024 · 0 repositories · arXiv:2403.11656
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3D Human Reconstruction in the Wild with Synthetic Data Using Generative Models 17 Mar 2024 · 0 repositories · arXiv:2403.11111
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Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation 17 Mar 2024 · 2 repositories · arXiv:2403.11229
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Segment Any Object Model (SAOM): Real-to-Simulation Fine-Tuning Strategy for Multi-Class Multi-Instance Segmentation 16 Mar 2024 · 0 repositories · arXiv:2403.10780
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Task-Aware Low-Rank Adaptation of Segment Anything Model 16 Mar 2024 · 0 repositories · arXiv:2403.10971
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Uncertainty-Aware Adapter: Adapting Segment Anything Model (SAM) for Ambiguous Medical Image Segmentation 16 Mar 2024 · 0 repositories · arXiv:2403.10931
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Temporal-spatial Adaptation of Promptable SAM Enhance Accuracy and Generalizability of cine CMR Segmentation 15 Mar 2024 · 0 repositories · arXiv:2403.10009
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Group-Mix SAM: Lightweight Solution for Industrial Assembly Line Applications 15 Mar 2024 · 0 repositories · arXiv:2403.10053
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TransLandSeg: A Transfer Learning Approach for Landslide Semantic Segmentation Based on Vision Foundation Model 15 Mar 2024 · 0 repositories · arXiv:2403.10127
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Annotation Free Semantic Segmentation with Vision Foundation Models 14 Mar 2024 · 0 repositories · arXiv:2403.09307
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Task-Specific Adaptation of Segmentation Foundation Model via Prompt Learning 14 Mar 2024 · 0 repositories · arXiv:2403.09199
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FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images 14 Mar 2024 · 2 repositories · arXiv:2403.09827Syntology official (archive's flag): 5 ran · 5 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; 0 where Syntology's instrument failed) · 7 unverified (of 12 harvested samples)
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PosSAM: Panoptic Open-vocabulary Segment Anything 14 Mar 2024 · 1 repository · arXiv:2403.09620
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SAM-Lightening: A Lightweight Segment Anything Model with Dilated Flash Attention to Achieve 30 times Acceleration 14 Mar 2024 · 0 repositories · arXiv:2403.09195
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WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide images 14 Mar 2024 · 1 repository · arXiv:2403.09257
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LiqD: A Dynamic Liquid Level Detection Model under Tricky Small Containers 13 Mar 2024 · 0 repositories · arXiv:2403.08273
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Segmentation of Knee Bones for Osteoarthritis Assessment: A Comparative Analysis of Supervised, Few-Shot, and Zero-Shot Learning Approaches 13 Mar 2024 · 0 repositories · arXiv:2403.08761
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FluoroSAM: A Language-aligned Foundation Model for X-ray Image Segmentation 12 Mar 2024 · 1 repository · arXiv:2403.08059
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Augmenting Efficient Real-time Surgical Instrument Segmentation in Video with Point Tracking and Segment Anything 12 Mar 2024 · 1 repository · arXiv:2403.08003
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Unknown Domain Inconsistency Minimization for Domain Generalization 12 Mar 2024 · 0 repositories · arXiv:2403.07329
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Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation 9 Mar 2024 · 1 repository · arXiv:2403.05912
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FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation 8 Mar 2024 · 2 repositories · arXiv:2403.05408
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ProMISe: Promptable Medical Image Segmentation using SAM 7 Mar 2024 · 1 repository · arXiv:2403.04164
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SAM-PD: How Far Can SAM Take Us in Tracking and Segmenting Anything in Videos by Prompt Denoising 7 Mar 2024 · 1 repository · arXiv:2403.04194
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Simplicity in Complexity : Explaining Visual Complexity using Deep Segmentation Models 5 Mar 2024 · 1 repository · arXiv:2403.03134
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A Simple-but-effective Baseline for Training-free Class-Agnostic Counting 3 Mar 2024 · 0 repositories · arXiv:2403.01418
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CCC: Color Classified Colorization 3 Mar 2024 · 0 repositories · arXiv:2403.01476
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Beyond Single-Model Views for Deep Learning: Optimization versus Generalizability of Stochastic Optimization Algorithms 1 Mar 2024 · 0 repositories · arXiv:2403.00574
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A SAM-guided Two-stream Lightweight Model for Anomaly Detection 29 Feb 2024 · 2 repositories · arXiv:2402.19145
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FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anything 29 Feb 2024 · 1 repository · arXiv:2403.00175
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RSAM-Seg: A SAM-based Approach with Prior Knowledge Integration for Remote Sensing Image Semantic Segmentation 29 Feb 2024 · 0 repositories · arXiv:2402.19004
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From Generalization to Precision: Exploring SAM for Tool Segmentation in Surgical Environments 28 Feb 2024 · 0 repositories · arXiv:2402.17972
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SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution 27 Feb 2024 · 1 repository · arXiv:2402.17133
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Segment anything model for head and neck tumor segmentation with CT, PET and MRI multi-modality images 27 Feb 2024 · 1 repository · arXiv:2402.17454
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VRP-SAM: SAM with Visual Reference Prompt 27 Feb 2024 · 1 repository · arXiv:2402.17726Syntology official (archive's flag): 25 ran · 25 ran (of which 4 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 14 where Syntology's instrument failed) · 13 unverified (of 38 harvested samples) · 7 pointer-only (licence)
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BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM 26 Feb 2024 · 1 repository · arXiv:2402.16338Syntology 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) · 4 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images 26 Feb 2024 · 1 repository · arXiv:2402.16663
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Effective Gradient Sample Size via Variation Estimation for Accelerating Sharpness aware Minimization 24 Feb 2024 · 0 repositories · arXiv:2403.08821
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TV-SAM: Increasing Zero-Shot Segmentation Performance on Multimodal Medical Images Using GPT-4 Generated Descriptive Prompts Without Human Annotation 24 Feb 2024 · 1 repository · arXiv:2402.15759
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On the Duality Between Sharpness-Aware Minimization and Adversarial Training 23 Feb 2024 · 1 repository · arXiv:2402.15152Syntology 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) · 4 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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A Multispectral Automated Transfer Technique (MATT) for machine-driven image labeling utilizing the Segment Anything Model (SAM) 18 Feb 2024 · 0 repositories · arXiv:2402.11413
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Are Semi-Dense Detector-Free Methods Good at Matching Local Features? 13 Feb 2024 · 0 repositories · arXiv:2402.08671
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Improving Pallet Detection Using Synthetic Data 11 Feb 2024 · 0 repositories · arXiv:2402.07098
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Adapting SAM for Volumetric X-Ray Data-sets of Arbitrary Sizes 9 Feb 2024 · 0 repositories · arXiv:2403.12066
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Iris-SAM: Iris Segmentation Using a Foundation Model 9 Feb 2024 · 1 repository · arXiv:2402.06497
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OV-NeRF: Open-vocabulary Neural Radiance Fields with Vision and Language Foundation Models for 3D Semantic Understanding 7 Feb 2024 · 1 repository · arXiv:2402.04648Syntology official (archive's flag): 12 ran · 12 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; 2 where Syntology's instrument failed) · 1 unverified (of 13 harvested samples) · 13 pointer-only (licence)
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Advancing Legal Reasoning: The Integration of AI to Navigate Complexities and Biases in Global Jurisprudence with Semi-Automated Arbitration Processes (SAAPs) 6 Feb 2024 · 0 repositories · arXiv:2402.04140
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CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model 6 Feb 2024 · 1 repository · arXiv:2402.03631Syntology official (archive's flag): 5 ran · 5 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; 0 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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Applying Unsupervised Semantic Segmentation to High-Resolution UAV Imagery for Enhanced Road Scene Parsing 5 Feb 2024 · 1 repository · arXiv:2402.02985
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Region-Based Representations Revisited 4 Feb 2024 · 1 repository · arXiv:2402.02352
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Segment Any Change 2 Feb 2024 · 1 repository · arXiv:2402.01188Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model 31 Jan 2024 · 1 repository · arXiv:2401.17868Syntology 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) · 0 unverified (of 8 harvested samples)
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Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation 31 Jan 2024 · 1 repository · arXiv:2401.17904Syntology official (archive's flag): 5 ran · 5 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; 4 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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SAGD: Boundary-Enhanced Segment Anything in 3D Gaussian via Gaussian Decomposition 31 Jan 2024 · 1 repository · arXiv:2401.17857Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 2 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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SU-SAM: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed Scenes 31 Jan 2024 · 1 repository · arXiv:2401.17803Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 4 pointer-only (licence)
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MESA: Matching Everything by Segmenting Anything 30 Jan 2024 · 0 repositories · arXiv:2401.16741
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MouSi: Poly-Visual-Expert Vision-Language Models 30 Jan 2024 · 1 repository · arXiv:2401.17221
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GEM: Boost Simple Network for Glass Surface Segmentation via Segment Anything Model and Data Synthesis 27 Jan 2024 · 1 repository · arXiv:2401.15282
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SAM-based instance segmentation models for the automation of structural damage detection 27 Jan 2024 · 0 repositories · arXiv:2401.15266
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SSR: SAM is a Strong Regularizer for domain adaptive semantic segmentation 26 Jan 2024 · 0 repositories · arXiv:2401.14686
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Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks 25 Jan 2024 · 5 repositories · arXiv:2401.14159Syntology community repositories only · 15 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 15 harvested samples) · 5 pointer-only (licence)
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On generalisability of segment anything model for nuclear instance segmentation in histology images 25 Jan 2024 · 0 repositories · arXiv:2401.14248
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TriSAM: Tri-Plane SAM for zero-shot cortical blood vessel segmentation in VEM images 25 Jan 2024 · 0 repositories · arXiv:2401.13961