Methods › Graphs › Graph Embeddings › VERSE
VERtex Similarity Embeddings
VERSE
Introduced by Anton Tsitsulin et al. in VERSE: Versatile Graph Embeddings from Similarity Measures
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
VERtex Similarity Embeddings (VERSE) is a simple, versatile, and memory-efficient method that derives graph embeddings explicitly calibrated to preserve the distributions of a selected vertex-to-vertex similarity measure. VERSE learns such embeddings by training a single-layer neural network.
Source: Tsitsulin et al.
Image source: Tsitsulin et al.
Papers archive 2025-07-28
30 shown of 40, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Poem Meter Classification of Recited Arabic Poetry: Integrating High-Resource Systems for a Low-Resource Task 16 Apr 2025 · 0 repositories · arXiv:2504.12172
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Computational Discovery of Chiasmus in Ancient Religious Text 18 Jan 2025 · 1 repository · arXiv:2501.10739
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VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI Segmentation 20 Dec 2024 · 1 repository · arXiv:2412.16381
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Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation 7 Aug 2024 · 1 repository · arXiv:2408.03616
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SLoRD: Structural Low-Rank Descriptors for Shape Consistency in Vertebrae Segmentation 11 Jul 2024 · 1 repository · arXiv:2407.08555
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GPT Czech Poet: Generation of Czech Poetic Strophes with Language Models 18 Jun 2024 · 0 repositories · arXiv:2407.12790
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(Not) Understanding Latin Poetic Style with Deep Learning 9 Apr 2024 · 1 repository · arXiv:2404.06150
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Holistic Inverse Rendering of Complex Facade via Aerial 3D Scanning 20 Nov 2023 · 0 repositories · arXiv:2311.11825
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VertDetect: Fully End-to-End 3D Vertebral Instance Segmentation Model 16 Nov 2023 · 0 repositories · arXiv:2311.09958
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Quranic Conversations: Developing a Semantic Search tool for the Quran using Arabic NLP Techniques 9 Nov 2023 · 0 repositories · arXiv:2311.05120
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Model of models -- Part 1 8 Aug 2023 · 0 repositories · arXiv:2308.04600
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Robust vertebra identification using simultaneous node and edge predicting Graph Neural Networks 27 Jul 2023 · 1 repository · arXiv:2308.02509
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Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs 22 May 2023 · 2 repositories · arXiv:2305.12818
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Translate the Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics 28 Mar 2023 · 0 repositories · arXiv:2303.15705
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Purposeful and Operation-based Cognitive System for AGI 31 Jan 2023 · 0 repositories · arXiv:2301.13556
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Active CT Reconstruction with a Learned Sampling Policy 3 Nov 2022 · 0 repositories · arXiv:2211.01670
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Chandojnanam: A Sanskrit Meter Identification and Utilization System 29 Sep 2022 · 1 repository · arXiv:2209.14924
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MeloForm: Generating Melody with Musical Form based on Expert Systems and Neural Networks 30 Aug 2022 · 1 repository · arXiv:2208.14345
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PoeLM: A Meter- and Rhyme-Controllable Language Model for Unsupervised Poetry Generation 24 May 2022 · 1 repository · arXiv:2205.12206
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The Power of Fragmentation: A Hierarchical Transformer Model for Structural Segmentation in Symbolic Music Generation 17 May 2022 · 0 repositories · arXiv:2205.08579
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Interpretable Vertebral Fracture Quantification via Anchor-Free Landmarks Localization 14 Apr 2022 · 1 repository · arXiv:2204.06818
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Catch-A-Waveform: Learning to Generate Audio from a Single Short Example 11 Jun 2021 · 1 repository · arXiv:2106.06426
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Augmenting Poetry Composition with Verse by Verse 31 Mar 2021 · 0 repositories · arXiv:2103.17205
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A Computed Tomography Vertebral Segmentation Dataset with Anatomical Variations and Multi-Vendor Scanner Data 10 Mar 2021 · 1 repository · arXiv:2103.06360Syntology ran 2 of 3 samples · 1 unverified · 3 pointer-only (licence)
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Metrical Tagging in the Wild: Building and Annotating Poetry Corpora with Rhythmic Features 17 Feb 2021 · 1 repository · arXiv:2102.08858
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Investigating Societal Biases in a Poetry Composition System 5 Nov 2020 · 1 repository · arXiv:2011.02686
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InstantEmbedding: Efficient Local Node Representations 14 Oct 2020 · 0 repositories · arXiv:2010.06992
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MultiVERSE: a multiplex and multiplex-heterogeneous network embedding approach 23 Aug 2020 · 1 repository · arXiv:2008.10085
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Rapformer: Conditional Rap Lyrics Generation with Denoising Autoencoders 8 Apr 2020 · 0 repositories · arXiv:2004.03965
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VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images 24 Jan 2020 · 2 repositories · arXiv:2001.09193Syntology ran 2 of 3 samples · 1 unverified
Tasks archive 2025-07-28
20 shown of 68 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections