Methods › Computer Vision › Image Segmentation Models › SAM › Papers, page 3
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 3 of 10: papers 201 to 300 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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GAGS: Granularity-Aware Feature Distillation for Language Gaussian Splatting 18 Dec 2024 · 0 repositories · arXiv:2412.13654
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Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation 18 Dec 2024 · 1 repository · arXiv:2412.13742
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Memorizing SAM: 3D Medical Segment Anything Model with Memorizing Transformer 18 Dec 2024 · 1 repository · arXiv:2412.13908
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SSE-SAM: Balancing Head and Tail Classes Gradually through Stage-Wise SAM 18 Dec 2024 · 1 repository · arXiv:2412.13715
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PolSAM: Polarimetric Scattering Mechanism Informed Segment Anything Model 17 Dec 2024 · 1 repository · arXiv:2412.12737
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SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection 17 Dec 2024 · 1 repository · arXiv:2412.12892
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SEG-SAM: Semantic-Guided SAM for Unified Medical Image Segmentation 17 Dec 2024 · 0 repositories · arXiv:2412.12660
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Wind Speed Forecasting Based on Data Decomposition and Deep Learning Models: A Case Study of a Wind Farm in Saudi Arabia 17 Dec 2024 · 0 repositories · arXiv:2412.13356
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Adapting Segment Anything Model (SAM) to Experimental Datasets via Fine-Tuning on GAN-based Simulation: A Case Study in Additive Manufacturing 16 Dec 2024 · 1 repository · arXiv:2412.11381
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Meta Curvature-Aware Minimization for Domain Generalization 16 Dec 2024 · 0 repositories · arXiv:2412.11542
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GaussianProperty: Integrating Physical Properties to 3D Gaussians with LMMs 15 Dec 2024 · 0 repositories · arXiv:2412.11258
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SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation 15 Dec 2024 · 0 repositories · arXiv:2412.11034
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Just a Few Glances: Open-Set Visual Perception with Image Prompt Paradigm 14 Dec 2024 · 0 repositories · arXiv:2412.10719
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Annotation-Efficient Task Guidance for Medical Segment Anything 11 Dec 2024 · 1 repository · arXiv:2412.08575
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Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result Fusion 11 Dec 2024 · 0 repositories · arXiv:2412.08315
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SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation 11 Dec 2024 · 1 repository · arXiv:2412.08482
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SLGaussian: Fast Language Gaussian Splatting in Sparse Views 11 Dec 2024 · 0 repositories · arXiv:2412.08331
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CrackESS: A Self-Prompting Crack Segmentation System for Edge Devices 10 Dec 2024 · 0 repositories · arXiv:2412.07205
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RADIO Amplified: Improved Baselines for Agglomerative Vision Foundation Models 10 Dec 2024 · 1 repository · arXiv:2412.07679
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Continual Learning for Segment Anything Model Adaptation 9 Dec 2024 · 1 repository · arXiv:2412.06418
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MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One Day 8 Dec 2024 · 1 repository · arXiv:2412.05888
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RefSAM3D: Adapting SAM with Cross-modal Reference for 3D Medical Image Segmentation 7 Dec 2024 · 0 repositories · arXiv:2412.05605
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SAMCL: Empowering SAM to Continually Learn from Dynamic Domains 6 Dec 2024 · 0 repositories · arXiv:2412.05012
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Towards Understanding the Role of Sharpness-Aware Minimization Algorithms for Out-of-Distribution Generalization 6 Dec 2024 · 0 repositories · arXiv:2412.05169
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Customize Segment Anything Model for Multi-Modal Semantic Segmentation with Mixture of LoRA Experts 5 Dec 2024 · 0 repositories · arXiv:2412.04220
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Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation 5 Dec 2024 · 1 repository · arXiv:2412.04533
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Quantifying the Limits of Segmentation Foundation Models: Modeling Challenges in Segmenting Tree-Like and Low-Contrast Objects 5 Dec 2024 · 1 repository · arXiv:2412.04243
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Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning 4 Dec 2024 · 2 repositories · arXiv:2412.03752
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EchoONE: Segmenting Multiple echocardiography Planes in One Model 4 Dec 2024 · 1 repository · arXiv:2412.02993
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MRNet: Multifaceted Resilient Networks for Medical Image-to-Image Translation 4 Dec 2024 · 0 repositories · arXiv:2412.03039
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Inspiring the Next Generation of Segment Anything Models: Comprehensively Evaluate SAM and SAM 2 with Diverse Prompts Towards Context-Dependent Concepts under Different Scenes 2 Dec 2024 · 1 repository · arXiv:2412.01240
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LMSeg: Unleashing the Power of Large-Scale Models for Open-Vocabulary Semantic Segmentation 30 Nov 2024 · 0 repositories · arXiv:2412.00364
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COMPrompter: reconceptualized segment anything model with multiprompt network for camouflaged object detection 28 Nov 2024 · 1 repository · arXiv:2411.18858
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Efficient Track Anything 28 Nov 2024 · 1 repository · arXiv:2411.18933Syntology 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)
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Zero-Forget Preservation of Semantic Communication Alignment in Distributed AI Networks 28 Nov 2024 · 0 repositories · arXiv:2411.19385
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A Distractor-Aware Memory for Visual Object Tracking with SAM2 26 Nov 2024 · 1 repository · arXiv:2411.17576Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 1 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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Improving Resistance to Noisy Label Fitting by Reweighting Gradient in SAM 26 Nov 2024 · 0 repositories · arXiv:2411.17132
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Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning 26 Nov 2024 · 0 repositories · arXiv:2411.17217
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SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting 26 Nov 2024 · 0 repositories · arXiv:2411.17363
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A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging 25 Nov 2024 · 1 repository · arXiv:2411.16949
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Learn from Foundation Model: Fruit Detection Model without Manual Annotation 25 Nov 2024 · 1 repository · arXiv:2411.16196
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Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical Domain 25 Nov 2024 · 1 repository · arXiv:2411.16123
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Effective SAM Combination for Open-Vocabulary Semantic Segmentation 22 Nov 2024 · 0 repositories · arXiv:2411.14723
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There is no SAMantics! Exploring SAM as a Backbone for Visual Understanding Tasks 22 Nov 2024 · 1 repository · arXiv:2411.15288
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Segment Any Class (SAC): Multi-Class Few-Shot Semantic Segmentation via Class Region Proposals 21 Nov 2024 · 0 repositories · arXiv:2411.13774
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Segment Anything in Light Fields for Real-Time Applications via Constrained Prompting 21 Nov 2024 · 1 repository · arXiv:2411.13840
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ClickTrack: Towards Real-time Interactive Single Object Tracking 20 Nov 2024 · 0 repositories · arXiv:2411.13183
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DIS-Mine: Instance Segmentation for Disaster-Awareness in Poor-Light Condition in Underground Mines 20 Nov 2024 · 0 repositories · arXiv:2411.13544
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DiM: f-Divergence Minimization Guided Sharpness-Aware Optimization for Semi-supervised Medical Image Segmentation 19 Nov 2024 · 0 repositories · arXiv:2411.12350
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SAM Carries the Burden: A Semi-Supervised Approach Refining Pseudo Labels for Medical Segmentation 19 Nov 2024 · 1 repository · arXiv:2411.12602
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Reliable Poisoned Sample Detection against Backdoor Attacks Enhanced by Sharpness Aware Minimization 18 Nov 2024 · 0 repositories · arXiv:2411.11525
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SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory 18 Nov 2024 · 1 repository · arXiv:2411.11922Syntology 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) · 0 unverified (of 1 harvested sample)
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Zero-Shot Automatic Annotation and Instance Segmentation using LLM-Generated Datasets: Eliminating Field Imaging and Manual Annotation for Deep Learning Model Development 18 Nov 2024 · 0 repositories · arXiv:2411.11285
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SAM Decoding: Speculative Decoding via Suffix Automaton 16 Nov 2024 · 1 repository · arXiv:2411.10666Syntology 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) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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CorrCLIP: Reconstructing Correlations in CLIP with Off-the-Shelf Foundation Models for Open-Vocabulary Semantic Segmentation 15 Nov 2024 · 1 repository · arXiv:2411.10086Syntology 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) · 9 pointer-only (licence)
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CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation 15 Nov 2024 · 0 repositories · arXiv:2411.10136
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Harnessing Vision Foundation Models for High-Performance, Training-Free Open Vocabulary Segmentation 14 Nov 2024 · 1 repository · arXiv:2411.09219
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Biomass phenotyping of oilseed rape through UAV multi-view oblique imaging with 3DGS and SAM model 13 Nov 2024 · 0 repositories · arXiv:2411.08453
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Slender Object Scene Segmentation in Remote Sensing Image Based on Learnable Morphological Skeleton with Segment Anything Model 13 Nov 2024 · 0 repositories · arXiv:2411.08592
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Zero-shot capability of SAM-family models for bone segmentation in CT scans 13 Nov 2024 · 0 repositories · arXiv:2411.08629
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MSEG-VCUQ: Multimodal SEGmentation with Enhanced Vision Foundation Models, Convolutional Neural Networks, and Uncertainty Quantification for High-Speed Video Phase Detection Data 12 Nov 2024 · 1 repository · arXiv:2411.07463
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LFSamba: Marry SAM with Mamba for Light Field Salient Object Detection 11 Nov 2024 · 1 repository · arXiv:2411.06652
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MapSAM: Adapting Segment Anything Model for Automated Feature Detection in Historical Maps 11 Nov 2024 · 1 repository · arXiv:2411.06971
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Assessing Foundational Medical 'Segment Anything' (Med-SAM1, Med-SAM2) Deep Learning Models for Left Atrial Segmentation in 3D LGE MRI 8 Nov 2024 · 0 repositories · arXiv:2411.05963
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Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model 8 Nov 2024 · 1 repository · arXiv:2411.05878
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WavShadow: Wavelet Based Shadow Segmentation and Removal 8 Nov 2024 · 0 repositories · arXiv:2411.05747
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SA3DIP: Segment Any 3D Instance with Potential 3D Priors 6 Nov 2024 · 1 repository · arXiv:2411.03819
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Exploiting the Segment Anything Model (SAM) for Lung Segmentation in Chest X-ray Images 5 Nov 2024 · 0 repositories · arXiv:2411.03064
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Region-Guided Attack on the Segment Anything Model (SAM) 5 Nov 2024 · 0 repositories · arXiv:2411.02974
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1st-Order Magic: Analysis of Sharpness-Aware Minimization 3 Nov 2024 · 0 repositories · arXiv:2411.01714
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ZIM: Zero-Shot Image Matting for Anything 1 Nov 2024 · 1 repository · arXiv:2411.00626
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μP²: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling 31 Oct 2024 · 0 repositories · arXiv:2411.00075
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Reweighting Local Mimina with Tilted SAM 30 Oct 2024 · 0 repositories · arXiv:2410.22656Syntology 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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Benchmarking Human and Automated Prompting in the Segment Anything Model 29 Oct 2024 · 1 repository · arXiv:2410.22048
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Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition 28 Oct 2024 · 3 repositories · arXiv:2410.21042Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 8 harvested samples) · 3 pointer-only (licence)
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Multi-path Exploration and Feedback Adjustment for Text-to-Image Person Retrieval 26 Oct 2024 · 0 repositories · arXiv:2410.21318
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Transferable Adversarial Attacks on SAM and Its Downstream Models 26 Oct 2024 · 1 repository · arXiv:2410.20197Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples)
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Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification 22 Oct 2024 · 1 repository · arXiv:2410.16845Syntology 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) · 5 pointer-only (licence)
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LIMIS: Towards Language-based Interactive Medical Image Segmentation 22 Oct 2024 · 0 repositories · arXiv:2410.16939
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Multi Kernel Estimation based Object Segmentation 22 Oct 2024 · 1 repository · arXiv:2410.17064
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PlaneSAM: Multimodal Plane Instance Segmentation Using the Segment Anything Model 21 Oct 2024 · 0 repositories · arXiv:2410.16545
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SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree 21 Oct 2024 · 1 repository · arXiv:2410.16268Syntology official (archive's flag): 7 ran · 7 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; 3 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent Clustering 19 Oct 2024 · 1 repository · arXiv:2410.15060
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Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems 18 Oct 2024 · 0 repositories · arXiv:2410.14802
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LUDVIG: Learning-free Uplifting of 2D Visual features to Gaussian Splatting scenes 18 Oct 2024 · 0 repositories · arXiv:2410.14462
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EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment Anything 17 Oct 2024 · 2 repositories · arXiv:2410.13621
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RGB to Hyperspectral: Spectral Reconstruction for Enhanced Surgical Imaging 17 Oct 2024 · 0 repositories · arXiv:2410.13570
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Adaptive Prompt Learning with SAM for Few-shot Scanning Probe Microscope Image Segmentation 16 Oct 2024 · 0 repositories · arXiv:2410.12562
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SAMPa: Sharpness-aware Minimization Parallelized 14 Oct 2024 · 1 repository · arXiv:2410.10683Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late in Training 14 Oct 2024 · 0 repositories · arXiv:2410.10373Syntology 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) · 0 unverified (of 1 harvested sample)
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AM-SAM: Automated Prompting and Mask Calibration for Segment Anything Model 13 Oct 2024 · 0 repositories · arXiv:2410.09714
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UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation 13 Oct 2024 · 1 repository · arXiv:2410.09909Syntology 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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An Expeditious Spatial Mean Radiant Temperature Mapping Framework using Visual SLAM and Semantic Segmentation 12 Oct 2024 · 0 repositories · arXiv:2410.09443
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VideoSAM: Open-World Video Segmentation 11 Oct 2024 · 0 repositories · arXiv:2410.08781
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Zero-Shot Pupil Segmentation with SAM 2: A Case Study of Over 14 Million Images 11 Oct 2024 · 0 repositories · arXiv:2410.08926
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Bridge the Points: Graph-based Few-shot Segment Anything Semantically 9 Oct 2024 · 1 repository · arXiv:2410.06964Syntology 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) · 2 unverified (of 4 harvested samples)
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Generalizing Segmentation Foundation Model Under Sim-to-real Domain-shift for Guidewire Segmentation in X-ray Fluoroscopy 9 Oct 2024 · 1 repository · arXiv:2410.07460
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K-SAM: A Prompting Method Using Pretrained U-Net to Improve Zero Shot Performance of SAM on Lung Segmentation in CXR Images 9 Oct 2024 · 0 repositories · arXiv:2410.06825
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Towards Natural Image Matting in the Wild via Real-Scenario Prior 9 Oct 2024 · 1 repository · arXiv:2410.06593
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Training-Free Open-Ended Object Detection and Segmentation via Attention as Prompts 8 Oct 2024 · 0 repositories · arXiv:2410.05963