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vit_small

Syntologyentry name in harvested coderead from the graph 2026-09-24

vit_small appears in the code Syntology harvested for 33 papers, as 24 distinct code bodies found in 35 places (a place is one code body under one paper). At least one of them ran in 3 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named vit_small do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 2 of the 24 distinct code bodies named vit_small; 22 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
2ran
22unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 35 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

33 papers shown of 33, newest first; 35 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 1 papers added by Syntology; 4 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Open Ad-hoc Categorization with Contextualized Feature Learning added by Syntology 2025-12 (from id) Wayne2Wang/OAK/src/models/dino_vision_transformer.py 995a10f898196998 unverified MIT (permissive)
arXiv:2503.15141 2025-03 (from id) djukicn/ocebo/models/ocebo.py a4667f3edaf7ea9e unverified Apache-2.0 (permissive)
Personalized Representation from Personalized Generation 20 Dec 2024 ssundaram21/personalized-rep/models/vision_transformer.py c9f9ff84dc5ae644 unverified MIT (permissive)
Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery 24 Oct 2024 HaiyangZheng/PHE/vision_transformer.py ec8ef1c46084a050 unverified no licence file found · pointer only
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery 9 Oct 2024 mashijie1028/Happy-CGCD/models/svft_vision_transformer.py 6322d561ced017bc ran MIT (permissive)
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery 9 Oct 2024 mashijie1028/Happy-CGCD/models/vision_transformer.py 995a10f898196998 unverified MIT (permissive)
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery 9 Oct 2024 mashijie1028/Happy-CGCD/models/lora_vision_transformer.py d08fbcde9f7f23af unverified MIT (permissive)
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery 26 Aug 2024 sarahrastegar/selex/models/vision_transformer.py 995a10f898196998 unverified MIT (permissive)
Accessing Vision Foundation Models at ImageNet-level Costs 15 Jul 2024 bespontaneous/proteus-pytorch/pretrain/models_clip.py 111664a7e8f9164c unverified MIT (permissive)
4-bit Shampoo for Memory-Efficient Network Training 28 May 2024 sike-wang/low-bit-shampoo/models/vit.py 42ddec61c2f4cb83 ran no licence file found · pointer only
Recurrent Early Exits for Federated Learning with Heterogeneous Clients 23 May 2024 royson/reefl/src/models/reefl_vit.py 1befb46451d50591 unverified MIT (permissive)
Novel Class Discovery for Ultra-Fine-Grained Visual Categorization 10 May 2024 SSDUT-Caiyq/UFG-NCD/models/vision_transformer.py 6322d561ced017bc ran no licence file found · pointer only
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers 12 Mar 2024 shahaf-arica/CuVLER/dino/vision_transformer.py 67327fe6656f0636 unverified MIT (permissive)
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement 11 Mar 2024 cheliu-computation/merl/finetune/models/vit1d.py b86b9766958f2e32 unverified MIT (permissive)
Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram 2 Feb 2024 bakqui/ST-MEM/models/encoder/vit.py b07cc3e316c32ce2 unverified licence not identified · pointer only
Unsupervised Universal Image Segmentation 28 Dec 2023 u2seg/u2seg/u2seg/Instance_Clustering/selective_labeling/dino.py c2eb0fe4668d4549 unverified Apache-2.0 (permissive)
Hierarchical Vision Transformers for Context-Aware Prostate Cancer Grading in Whole Slide Images 19 Dec 2023 computationalpathologygroup/hvit/source/models.py 5850dd9f88778641 unverified no licence file found · pointer only
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery 30 Oct 2023 SarahRastegar/InfoSieve/models/vision_transformer.py 995a10f898196998 unverified MIT (permissive)
Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery 23 Aug 2023 grypesc/camp/approaches/networks/vit.py 69e87eaa4f80fc4d unverified no licence file found · pointer only
MetaGCD: Learning to Continually Learn in Generalized Category Discovery 21 Aug 2023 ynanwu/metagcd/models/vision_transformer.py 995a10f898196998 unverified no licence file found · pointer only
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos 19 Aug 2023 shvdiwnkozbw/SMTC/src/model/model_action.py f7c7ef0730305776 unverified no licence file found · pointer only
A Multidimensional Analysis of Social Biases in Vision Transformers 3 Aug 2023 jannik-brinkmann/social-biases-in-vision-transformers/src/embedding_extractors/models/dino/vision_transformer.py a81bfdf3c0c9a6ea unverified MIT (permissive)
Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model 19 May 2023 jasonppy/syllable-discovery/models/vision_transformer.py 3aae9623741abc40 unverified BSD-3-Clause (permissive)
Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery 10 May 2023 DTennant/GPC/models/vision_transformer.py 995a10f898196998 unverified MIT (permissive)
PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery 11 Dec 2022 sheng-eatamath/promptcal/models/vision_transformer.py a739d2b2347e02e6 unverified MIT (permissive)
Exploring Target Representations for Masked Autoencoders 8 Sep 2022 liuxingbin/dbot/analysis/vision_transformer.py 48bb4f68134b5f20 unverified Apache-2.0 (permissive)
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference 15 Apr 2022 hushell/pmf_cvpr22/models/vision_transformer.py 14af5cea1b69d0a8 unverified Apache-2.0 (permissive)
Unsupervised Semantic Segmentation by Distilling Feature Correspondences 16 Mar 2022 leggedrobotics/self_supervised_segmentation/stego/backbones/dino/vision_transformer.py afc44a0db78b7846 unverified MIT (permissive)
Word Segmentation on Discovered Phone Units with Dynamic Programming and Self-Supervised Scoring 24 Feb 2022 jasonppy/word-discovery/models/vision_transformer.py 3aae9623741abc40 unverified BSD-3-Clause (permissive)
Generalized Category Discovery 7 Jan 2022 sgvaze/generalized-category-discovery/models/vision_transformer.py 995a10f898196998 unverified MIT (permissive)
Self-Distilled Self-Supervised Representation Learning 25 Nov 2021 hagiss/sdssl/vision_transformer.py e00c06f711a4e207 unverified MIT (permissive)
Multi-Scale Positive Sample Refinement for Few-Shot Object Detection 18 Jul 2020 bohao-lee/pdc/models/vision_transformer.py a8f99539dbbaa617 unverified Apache-2.0 (permissive)
arXiv:openreview_YA3AvVx2Ze lytang63/CoGe-GCD/models/vision_transformer.py 995a10f898196998 unverified MIT (permissive)
arXiv:aaai_28502 yuhongtian17/Spatial-Transform-Decoupling/mmrotate-main/models/vision_transformer.py a8f99539dbbaa617 unverified MIT (permissive)
arXiv:Du_On-the-Fly_Category_Discovery_CVPR_2023_paper PRIS-CV/On-the-fly-Category-Discovery/vision_transformer.py 995a10f898196998 unverified MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

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