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CrossAttentionLayer

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

CrossAttentionLayer appears in the code Syntology harvested for 10 papers, as 10 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 9 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 CrossAttentionLayer 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 9 of the 10 distinct code bodies named CrossAttentionLayer; 1 is 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
9ran
1unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 10 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

10 papers shown of 10, newest first; 10 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. 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
S 3 POT: Contrast-Driven Face Occlusion Segmentation via Self-Supervised Prompt Learning added by Syntology 2026-02 (from id) Bh-Johnny/S3SPOT/model/Transformer_decoder.py d9c2ec0e739d285c ran · metamorphic tier: deterministic no licence file found · pointer only
HistoPrism: Unlocking Functional Pathway Analysis from Pan-Cancer Histology via Gene Expression Prediction added by Syntology 2026-01 (from id) susuhu/HistoPrism/models/HistoPrIsm.py c829f131d4278b8c ran licence not identified · pointer only
Normal-Abnormal Guided Generalist Anomaly Detection added by Syntology 2025-10 (from id) JasonKyng/NAGL/models/model.py b56ef1055cbbd597 ran MIT (permissive)
Toward Embodiment Equivariant Vision-Language-Action Policy added by Syntology 2025-09 (from id) hhcaz/e2vla/models/action_expert.py cb11e178d0f9f3b4 unverified MIT (permissive)
MSCI: Addressing CLIP's Inherent Limitations for Compositional Zero-Shot Learning 15 May 2025 ltpwy/MSCI/MSCI/code/model/Mutifuse_new.py 3e7fb32ce8866725 ran · metamorphic tier: deterministic no licence file found · pointer only
M$^3$GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation 25 May 2024 luomingshuang/m3gpt/m3gpt/core/models/decoders/network/transformer_decoder/transformer_decoder.py 393e561d1764ea4e ran no licence file found · pointer only
CoReS: Orchestrating the Dance of Reasoning and Segmentation 8 Apr 2024 baoxiaoyi/cores/model/CORES2seg2mask.py 691545194b73a84d ran no licence file found · pointer only
SQ-LLaVA: Self-Questioning for Large Vision-Language Assistant 17 Mar 2024 heliossun/SQ-LLaVA/sqllava/model/crossattentionLayer.py 437f9ed9e855f0de ran · metamorphic tier: invariant MIT (permissive)
VRP-SAM: SAM with Visual Reference Prompt 27 Feb 2024 syp2ysy/VRP-SAM/model/VRP_encoder.py 91b06471ea047993 ran MIT (permissive)
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text 22 Apr 2021 akashe/ProgrammingInterview/model.py 36dddf850392c9f1 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