Home › Code › PreNorm

PreNorm

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

PreNorm appears in the code Syntology harvested for 34 papers, as 44 distinct code bodies found in 44 places (a place is one code body under one paper). At least one of them ran in 31 of the papers; 1 of the code bodies carries 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 PreNorm 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 39 of the 44 distinct code bodies named PreNorm; 5 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
39ran
5unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 19 of the 44 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

34 papers shown of 34, newest first; 44 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 4 papers added by Syntology; 2 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
Audio Sentiment Analysis via Distillation and Cross-Modal Integration of Generated Multilingual Transcripts added by Syntology 2026-07 (from id) andreidurdun/cross-modal-audio-sentiment/src/models/full_model.py 9167884754bebd83 unverified no licence file found · pointer only
M3R: Localized Rainfall Nowcasting with Meteorology-Informed MultiModal Attention added by Syntology 2026-04 (from id) Sanjeev97/M3Rain/models/m3.py bbba28b18e44817a ran · metamorphic tier: deterministic no licence file found · pointer only
DeepRed: an architecture for redshift estimation added by Syntology 2026-02 (from id) 1ArgoS1/PhotoZ/models.py 09753d86b3f53e8d ran MIT (permissive)
A Space-Time Transformer for Precipitation Nowcasting added by Syntology 2025-11 (from id) leharris3/satformer/src/model/SaTformer/SaTformer.py 6f287a8b1782847f ran · metamorphic tier: invariant no licence file found · pointer only
arXiv:2504.20860 2025-04 (from id) mainaksingha01/FedMVP/model/FedMVP.py 2a10953d1305213b unverified MIT (permissive)
Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers 14 Jan 2025 sta8is/futurist/src/futurist.py 2cd986aaeac6b22b ran · metamorphic tier: deterministic MIT (permissive)
G3DR: Generative 3D Reconstruction in ImageNet 1 Mar 2024 preddy5/G3DR/src/unet.py 2118ac4095e61787 ran · metamorphic tier: deterministic no licence file found · pointer only
Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram 2 Feb 2024 bakqui/st-mem/models/st_mem.py a24bf8bb8d9da4b8 ran · metamorphic tier: deterministic licence not identified · pointer only
Locally Adaptive Neural 3D Morphable Models 5 Jan 2024 michaeltrs/LAMM/models/network.py 971a751fbfe2eef7 ran no licence file found · pointer only
DataDAM: Efficient Dataset Distillation with Attention Matching 29 Sep 2023 datadistillation/datadam/main_DataDAM.py 9b66b60a7704b891 ran · metamorphic tier: deterministic no licence file found · pointer only
Global-correlated 3D-decoupling Transformer for Clothed Avatar Reconstruction 24 Sep 2023 river-zhang/gta/lib/net/Transformer.py ae274a9ba388ad5f ran · metamorphic tier: invariant no licence file found · pointer only
Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption 7 Sep 2023 sjtuplayer/few-shot-diffusion/model/big_unet.py 5b3345b4a26536a9 ran · metamorphic tier: deterministic no licence file found · pointer only
Shatter and Gather: Learning Referring Image Segmentation with Text Supervision 29 Aug 2023 kdwonn/SaG/model/cross_modal_attention.py 446aa6353ce96ed3 ran no licence file found · pointer only
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction 17 Aug 2023 MediaBrain-SJTU/AuxFormer/model/model.py 3c0bd7c5cee04dff ran no licence file found · pointer only
Object Discovery from Motion-Guided Tokens 27 Mar 2023 zpbao/MoTok/models/model.py a6d3c1695434241b ran · metamorphic tier: deterministic no licence file found · pointer only
PaLM: Scaling Language Modeling with Pathways 5 Apr 2022 conceptofmind/PaLM-flax/palm_flax/palm_flax.py 4cf5ff951dbba496 ran · metamorphic tier: deterministic MIT (permissive)
Improving language models by retrieving from trillions of tokens 8 Dec 2021 lucidrains/RETRO-pytorch/retro_pytorch/retro_pytorch.py f44be7c955b39fa2 ran · metamorphic tier: deterministic Apache-2.0 (permissive)
IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning 25 Oct 2021 lupantech/iconqa/models/patch_transformer.py ed1bc00b0c3d787f ran · metamorphic tier: invariant no licence file found · pointer only
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer 5 Oct 2021 xmu-xiaoma666/External-Attention-pytorch/model/backbone/MobileViT.py bcbab17e442a74cb ran · metamorphic tier: deterministic MIT (permissive)
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer 5 Oct 2021 kornia/kornia/kornia/models/vit_mobile.py 4bdddb9b8d76e1b6 ran · metamorphic tier: invariant Apache-2.0 (permissive)
Exploring Temporal Coherence for More General Video Face Forgery Detection 15 Aug 2021 yinglinzheng/FTCN/model/classifier/time_transformer.py c40137bc5259e649 ran · metamorphic tier: deterministic no licence file found · pointer only
PonderNet: Learning to Ponder 12 Jul 2021 lucidrains/ponder-transformer/ponder_transformer/ponder_transformer.py 49d427be2e3ba462 ran · metamorphic tier: deterministic MIT (permissive)
OadTR: Online Action Detection with Transformers 21 Jun 2021 wangxiang1230/OadTR/transformer_models/Transformer.py ab9f4edd2f9884b4 ran MIT (permissive)
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers 31 May 2021 lucidrains/segformer-pytorch/segformer_pytorch/segformer_pytorch.py 748000c608a20c77 ran MIT (permissive)
Pay Attention to MLPs 17 May 2021 NydiaAI/g-mlp-tensorflow/gmlp/gmlp.py 2c295e59b874c818 unverified no licence file found · pointer only
CvT: Introducing Convolutions to Vision Transformers 29 Mar 2021 ahmedelmahy/myownvit/vit_pytorch/cvt.py ada83fa4cdf0ade2 ran · metamorphic tier: deterministic MIT (permissive)
CvT: Introducing Convolutions to Vision Transformers 29 Mar 2021 microsoft/esvit/models/cvt_v4_transformer.py c296102b024e1211 ran MIT (permissive)
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification 27 Mar 2021 conceptofmind/CrossViT-flax/cross_vit_flax/cross_vit_flax.py d7aaba5132053213 ran · metamorphic tier: deterministic MIT (permissive)
Perceiver: General Perception with Iterative Attention 4 Mar 2021 Rishit-dagli/Perceiver/perceiver/perceiver.py 05438d49f4565e5e ran MIT (permissive)
Perceiver: General Perception with Iterative Attention 4 Mar 2021 lucidrains/perceiver-pytorch/perceiver_pytorch/perceiver_pytorch.py 3c2027fdf007f1d3 ran · metamorphic tier: deterministic MIT (permissive)
Perceiver: General Perception with Iterative Attention 4 Mar 2021 kietngt00/hmdb51-recognition/model/attention.py 9a15eee5a72a53ec ran no licence file found · pointer only
Perceiver: General Perception with Iterative Attention 4 Mar 2021 fac2003/perceiver-multi-modality-pytorch/perceiver_pytorch/perceiver_pytorch.py 6f367de5d5a82e44 ran MIT (permissive)
Perceiver: General Perception with Iterative Attention 4 Mar 2021 clementpoiret/Perceiver_MNIST/utils/perceiver.py 5a52aee4bb4c2cf2 unverified no licence file found · pointer only
Transformer in Transformer 27 Feb 2021 Rishit-dagli/Transformer-in-Transformer/tnt/tnt.py bc8ebba1f2a3f25c ran Apache-2.0 (permissive)
Is Space-Time Attention All You Need for Video Understanding? 9 Feb 2021 lucidrains/TimeSformer-pytorch/timesformer_pytorch/timesformer_pytorch.py 8bb9d8688ba435cf ran · metamorphic tier: deterministic MIT (permissive)
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet 28 Jan 2021 ttt496/vit-pytorch/vit_pytorch/t2t.py 005532cda6b215dd ran · metamorphic tier: deterministic MIT (permissive)
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet 28 Jan 2021 conceptofmind/Token-to-Token-ViT-flax/t2t.py da6e96393b45305a ran · metamorphic tier: deterministic MIT (permissive)
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 gupta-abhay/ViT/vit/vit.py ff2b7b152e2d628e ran · metamorphic tier: deterministic MIT (permissive)
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 Mayurji/Image-Classification-PyTorch/ViT.py 72339629e5f6be32 ran GPL-3.0 (copyleft) · pointer only
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 kamalkraj/Vision-Transformer/model.py 5cd8fd667d56a02f ran fingerprinted Apache-2.0 (permissive)
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 conceptofmind/ViT-haiku/vit.py 53414144a714bf36 unverified MIT (permissive)
Pre-training via Paraphrasing 26 Jun 2020 lucidrains/marge-pytorch/marge_pytorch/marge_pytorch.py 91253a4da85ebfde ran · metamorphic tier: invariant MIT (permissive)
Denoising Diffusion Probabilistic Models 19 Jun 2020 cjfghk5697/Pytorch-Research-Paper-Implementations/Diffusion/DDPM/models/model.py 1e735d15bf574858 ran MIT (permissive)
arXiv:aaai_28478 AlexYangxx/CESST/train_code/architecture/CESST.py af8811a71d2ecceb ran · metamorphic tier: deterministic no licence file found · pointer only

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