Methods › Computer Vision › Image Segmentation Models › SAM › Papers where code ran, page 1
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)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 1 of 2: papers 1 to 100 of the 146 tagged papers where Syntology ran at least one harvested sample (132 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
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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Test-Time Canonicalization by Foundation Models for Robust Perception 14 Jul 2025 · 1 repository · arXiv:2507.10375Syntology official (archive's flag): 5 ran · 5 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; 4 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation 29 Jun 2025 · 0 repositories · arXiv:2506.23104Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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Sharpness-Aware Machine Unlearning 16 Jun 2025 · 0 repositories · arXiv:2506.13715Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
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Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos 5 Jun 2025 · 1 repository · arXiv:2506.05302Syntology 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) · 2 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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Unlocking the Power of SAM 2 for Few-Shot Segmentation 20 May 2025 · 1 repository · arXiv:2505.14100Syntology official (archive's flag): 1 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) · 2 pointer-only (licence)
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UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model 8 May 2025 · 1 repository · arXiv:2505.05049Syntology 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) · 1 unverified (of 3 harvested samples)
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LLM-Empowered Embodied Agent for Memory-Augmented Task Planning in Household Robotics 30 Apr 2025 · 1 repository · arXiv:2504.21716Syntology 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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nnInteractive: Redefining 3D Promptable Segmentation 11 Mar 2025 · 4 repositories · arXiv:2503.08373Syntology official (archive's flag): 4 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
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Sharpness-Aware Minimization: General Analysis and Improved Rates 4 Mar 2025 · 1 repository · arXiv:2503.02225Syntology 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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SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement 10 Feb 2025 · 1 repository · arXiv:2502.06756Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples) · 2 pointer-only (licence)
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Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond 7 Feb 2025 · 1 repository · arXiv:2502.05374Syntology 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) · 2 unverified (of 7 harvested samples) · 4 pointer-only (licence)
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Segment Anything for Histopathology 1 Feb 2025 · 1 repository · arXiv:2502.00408Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation 23 Jan 2025 · 1 repository · arXiv:2501.13667Syntology official (archive's flag): 10 ran · 10 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; 3 where Syntology's instrument failed) · 6 unverified (of 16 harvested samples) · 1 pointer-only (licence)
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EdgeTAM: On-Device Track Anything Model 13 Jan 2025 · 1 repository · arXiv:2501.07256Syntology official: no sample here; runs from other or unrecorded repositories · 7 ran (of which 2 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) · 1 unverified (of 8 harvested samples)
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PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation 12 Jan 2025 · 1 repository · arXiv:2501.06692Syntology 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 3 pointer-only (licence)
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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Improving SAM Requires Rethinking its Optimization Formulation 17 Jul 2024 · 1 repository · arXiv:2407.12993Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model 28 Jun 2024 · 1 repository · arXiv:2406.20076Syntology official (archive's flag): 1 ran · 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) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
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Segment Anything without Supervision 28 Jun 2024 · 1 repository · arXiv:2406.20081Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 3 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Point-SAM: Promptable 3D Segmentation Model for Point Clouds 25 Jun 2024 · 1 repository · arXiv:2406.17741Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection 21 Jun 2024 · 1 repository · arXiv:2406.14924Syntology official (archive's flag): 5 ran · 5 ran (of which 1 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models 19 Jun 2024 · 1 repository · arXiv:2406.13137Syntology 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) · 7 pointer-only (licence)
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Open-Vocabulary Semantic Segmentation with Image Embedding Balancing 14 Jun 2024 · 1 repository · arXiv:2406.09829Syntology 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)
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RobustSAM: Segment Anything Robustly on Degraded Images 13 Jun 2024 · 1 repository · arXiv:2406.09627Syntology official (archive's flag): 4 ran · 4 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; 2 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples) · 2 pointer-only (licence)
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Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics 10 Jun 2024 · 1 repository · arXiv:2406.06700Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation 4 Jun 2024 · 1 repository · arXiv:2406.02548Syntology 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) · 7 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts 29 May 2024 · 1 repository · arXiv:2405.18861Syntology official (archive's flag): 5 ran · 5 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; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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PTQ4SAM: Post-Training Quantization for Segment Anything 6 May 2024 · 1 repository · arXiv:2405.03144Syntology official (archive's flag): 8 ran · 8 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; 3 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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MAS-SAM: Segment Any Marine Animal with Aggregated Features 24 Apr 2024 · 1 repository · arXiv:2404.15700Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 3 where Syntology's instrument failed) · 8 unverified (of 20 harvested samples) · 20 pointer-only (licence)
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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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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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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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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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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 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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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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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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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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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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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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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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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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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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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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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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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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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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PA-SAM: Prompt Adapter SAM for High-Quality Image Segmentation 23 Jan 2024 · 1 repository · arXiv:2401.13051Syntology official (archive's flag): 9 ran · 9 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; 3 where Syntology's instrument failed) · 6 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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Momentum-SAM: Sharpness Aware Minimization without Computational Overhead 22 Jan 2024 · 1 repository · arXiv:2401.12033Syntology 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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RAP-SAM: Towards Real-Time All-Purpose Segment Anything 18 Jan 2024 · 1 repository · arXiv:2401.10228Syntology 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) · 2 pointer-only (licence)
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OMG-Seg: Is One Model Good Enough For All Segmentation? 18 Jan 2024 · 1 repository · arXiv:2401.10229Syntology 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) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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GARField: Group Anything with Radiance Fields 17 Jan 2024 · 1 repository · arXiv:2401.09419Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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UV-SAM: Adapting Segment Anything Model for Urban Village Identification 16 Jan 2024 · 1 repository · arXiv:2401.08083Syntology official (archive's flag): 12 ran · 12 ran (of which 8 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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RoboFusion: Towards Robust Multi-Modal 3D Object Detection via SAM 8 Jan 2024 · 1 repository · arXiv:2401.03907Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively 5 Jan 2024 · 1 repository · arXiv:2401.02955Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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Generalizable Visual Reinforcement Learning with Segment Anything Model 28 Dec 2023 · 1 repository · arXiv:2312.17116Syntology official (archive's flag): 6 ran · 6 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; 3 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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Semantic-aware SAM for Point-Prompted Instance Segmentation 26 Dec 2023 · 1 repository · arXiv:2312.15895Syntology 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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LangSplat: 3D Language Gaussian Splatting 26 Dec 2023 · 1 repository · arXiv:2312.16084Syntology 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, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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UniRef++: Segment Every Reference Object in Spatial and Temporal Spaces 25 Dec 2023 · 2 repositories · arXiv:2312.15715Syntology official (archive's flag): 9 ran · 9 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; 4 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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Segment Any Events via Weighted Adaptation of Pivotal Tokens 24 Dec 2023 · 1 repository · arXiv:2312.16222Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 5 pointer-only (licence)
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CR-SAM: Curvature Regularized Sharpness-Aware Minimization 21 Dec 2023 · 1 repository · arXiv:2312.13555Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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TinySAM: Pushing the Envelope for Efficient Segment Anything Model 21 Dec 2023 · 2 repositories · arXiv:2312.13789Syntology 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) · 4 unverified (of 7 harvested samples) · 6 pointer-only (licence)
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MobileSAMv2: Faster Segment Anything to Everything 15 Dec 2023 · 1 repository · arXiv:2312.09579Syntology 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) · 4 unverified (of 7 harvested samples) · 6 pointer-only (licence)
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GSVA: Generalized Segmentation via Multimodal Large Language Models 15 Dec 2023 · 1 repository · arXiv:2312.10103Syntology 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) · 4 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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Tokenize Anything via Prompting 14 Dec 2023 · 1 repository · arXiv:2312.09128Syntology 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) · 1 unverified (of 6 harvested samples)
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Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects 12 Dec 2023 · 1 repository · arXiv:2312.07374Syntology official (archive's flag): 9 ran · 9 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; 3 where Syntology's instrument failed) · 4 unverified (of 13 harvested samples) · 4 pointer-only (licence)
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EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM 11 Dec 2023 · 1 repository · arXiv:2312.06660Syntology official (archive's flag): 3 ran · 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One 10 Dec 2023 · 2 repositories · arXiv:2312.06709Syntology official (archive's flag): 2 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) · 5 pointer-only (licence)
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SlimSAM: 0.1% Data Makes Segment Anything Slim 8 Dec 2023 · 2 repositories · arXiv:2312.05284Syntology official (archive's flag): 3 ran · 3 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields 6 Dec 2023 · 2 repositories · arXiv:2312.03203Syntology official (archive's flag): 1 ran · 19 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 1 violated, 14 with no contract checked; 4 where Syntology's instrument failed) · 5 unverified (of 24 harvested samples) · 12 pointer-only (licence)
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Foundation Model Assisted Weakly Supervised Semantic Segmentation 6 Dec 2023 · 1 repository · arXiv:2312.03585Syntology 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) · 1 unverified (of 2 harvested samples)