GEGLU
GEGLU appears in the code Syntology harvested for 20 papers, as 22 distinct code bodies found in 22 places (a place is one code body under one paper). At least one of them ran in 20 of the papers; 21 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 GEGLU 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 22 of the 22 distinct code bodies named GEGLU; 0 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:
Licence is a property of each copy, so it is counted per place: 8 of the 22 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
20 papers shown of 20, newest first; 22 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 2 papers added by Syntology; 3 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.
| Paper | Date | File | Status Syntology | Licence |
|---|---|---|---|---|
| M3R: Localized Rainfall Nowcasting with Meteorology-Informed MultiModal Attention added by Syntology | 2026-04 (from id) | Sanjeev97/M3Rain/models/m3.py 98fc29d2020b2786 |
ran · metamorphic tier: invariant fingerprinted | no licence file found · pointer only |
| Audio ControlNet for Fine-Grained Audio Generation and Editing added by Syntology | 2026-02 (from id) | haidog-yaqub/EzAudio/src/models/controlnet.py 26b300e620311af5 |
ran · metamorphic tier: invariant fingerprinted | MIT (permissive) |
| arXiv:2507.06363 | 2025-07 (from id) | gmum/MambaHoME/src/models/soft_moe_2d_3d.py 31ca3469b530bd9a |
ran fingerprinted | MIT (permissive) |
| arXiv:2506.13064 | 2025-06 (from id) | KaiTang-eng/CoIFNet/model/CoIFNet.py c83d2ae566da79c3 |
ran · metamorphic tier: invariant fingerprinted | MIT (permissive) |
| arXiv:2504.20860 | 2025-04 (from id) | mainaksingha01/FedMVP/model/FedMVP.py a23cbed08cdc0263 |
ran · metamorphic tier: invariant fingerprinted | MIT (permissive) |
| Representing 3D Shapes With 64 Latent Vectors for 3D Diffusion Models | 11 Mar 2025 | join16/COD-VAE/cod/models/vae/vae.py 96a67196734e1c67 |
ran · metamorphic tier: invariant fingerprinted | no licence file found · pointer only |
| SeD: Semantic-Aware Discriminator for Image Super-Resolution | 29 Feb 2024 | lbc12345/sed/models/sed.py ad07663951101fc6 |
ran | 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 22d4e66449e24cb5 |
ran · metamorphic tier: invariant fingerprinted | no licence file found · pointer only |
| Trompt: Towards a Better Deep Neural Network for Tabular Data | 29 May 2023 | LeoGrin/tabular-benchmark/src/models/TabSurvey/models/tabtransformer.py 8b3d1bc2a17e615c |
ran fingerprinted | no licence file found · pointer only |
| CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion | 25 May 2023 | ymxlzgy/commonscenes/model/networks/diffusion_networks/sg_diff.py 6ed2a5bef43f4482 |
ran · metamorphic tier: deterministic fingerprinted | no licence file found · pointer only |
| Object Discovery from Motion-Guided Tokens | 27 Mar 2023 | zpbao/MoTok/models/model.py 594fabefbfea082e |
ran · metamorphic tier: invariant fingerprinted | no licence file found · pointer only |
| Freestyle Layout-to-Image Synthesis | 25 Mar 2023 | essunny310/FreestyleNet/ldm/modules/attention_FLIS.py 863be378239ccc1f |
ran · metamorphic tier: deterministic fingerprinted | MIT (permissive) |
| Domain Expansion of Image Generators | 12 Jan 2023 | lllyasviel/controlnet/cldm/cldm.py 387673fa5780bf50 |
ran · metamorphic tier: deterministic fingerprinted | Apache-2.0 (permissive) |
| Improved Masked Image Generation with Token-Critic | 9 Sep 2022 | lucidrains/phenaki-pytorch/phenaki_pytorch/phenaki_pytorch.py 579b2c6b2cba46b3 |
ran · metamorphic tier: invariant fingerprinted | MIT (permissive) |
| Block-Recurrent Transformers | 11 Mar 2022 | lucidrains/block-recurrent-transformer-pytorch/block_recurrent_transformer_pytorch/block_recurrent_transformer_pytorch.py c5c74119405bfc64 |
ran · metamorphic tier: invariant fingerprinted | MIT (permissive) |
| Perceiver: General Perception with Iterative Attention | 4 Mar 2021 | Rishit-dagli/Perceiver/perceiver/perceiver.py 7bcff3ae8d60e20e |
ran fingerprinted | MIT (permissive) |
| Perceiver: General Perception with Iterative Attention | 4 Mar 2021 | clementpoiret/Perceiver_MNIST/utils/perceiver.py 7852fe36c3e3b1f9 |
ran · metamorphic tier: invariant fingerprinted | no licence file found · pointer only |
| Perceiver: General Perception with Iterative Attention | 4 Mar 2021 | lucidrains/perceiver-pytorch/perceiver_pytorch/perceiver_pytorch.py 7dda3cde0f4a0d98 |
ran fingerprinted | MIT (permissive) |
| Is Space-Time Attention All You Need for Video Understanding? | 9 Feb 2021 | lucidrains/TimeSformer-pytorch/timesformer_pytorch/timesformer_pytorch.py 384419959d31762c |
ran fingerprinted | MIT (permissive) |
| Pre-training via Paraphrasing | 26 Jun 2020 | lucidrains/marge-pytorch/marge_pytorch/marge_pytorch.py 5f34e2fdaf110b16 |
ran · metamorphic tier: invariant fingerprinted | MIT (permissive) |
| Denoising Diffusion Probabilistic Models | 19 Jun 2020 | lucidrains/make-a-video-pytorch/make_a_video_pytorch/make_a_video.py 06c174629a88b34c |
ran · metamorphic tier: invariant fingerprinted | MIT (permissive) |
| Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context | 9 Jan 2019 | shanghai-digital-brain-laboratory/bdm-db1/src/model/transformer_xl.py 845f84e3a319753d |
ran · metamorphic tier: invariant fingerprinted | Apache-2.0 (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