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ProjectionHead

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

ProjectionHead 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 10 of the papers; 2 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 ProjectionHead 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 10 of the 10 distinct code bodies named ProjectionHead; 0 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
10ran
0unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 4 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 6 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
scLLM-DSC: LLM-Knowledge Enhanced Cross-Modal Deep Structural Clustering for Single-Cell RNA Sequencing added by Syntology 2026-06 (from id) XPgogogo/scLLM-DSC/model/model.py 8749a3ec73605c71 ran · metamorphic tier: invariant MIT (permissive)
PaCX-MAE: Physiology-Augmented Chest X-Ray Masked Autoencoder added by Syntology 2026-06 (from id) Lyce24/PACX-MAE/Modules/pacx_lit.py 57be60e1694bb6aa ran no licence file found · pointer only
Contrastive Reasoning Alignment: Reinforcement Learning from Hidden Representations added by Syntology 2026-03 (from id) robinzixuan/CRAFT/src/lclr/lca.py 8c2c1b1dd95dc755 ran · metamorphic tier: invariant fingerprinted Apache-2.0 (permissive)
Deep Models, Shallow Alignment: Uncovering the Granularity Mismatch in Neural Decoding added by Syntology 2026-01 (from id) yangdu-neuroai/shallow-alignment/module/eeg_encoder/model.py f85816050c03275d ran no licence file found · pointer only
Refinement Provenance Inference: Detecting LLM-Refined Training Prompts from Model Behavior added by Syntology 2026-01 (from id) YinBo0927/RePro/repro/attacker.py d91949fe33a1cb79 ran · metamorphic tier: deterministic no licence file found · pointer only
ProofBridge: Auto-Formalization of Natural Language Proofs in Lean via Joint Embeddings added by Syntology 2025-10 (from id) PrithwishJana/ProofBridge/joint_embedding/step3_train.py 776698add8d8e6e2 ran · metamorphic tier: deterministic MIT (permissive)
Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation 27 Feb 2025 mk-runner/MLRG/models/model_pretrain_finetune_v0905_ablation.py c674dc293660818d ran · metamorphic tier: invariant Apache-2.0 (permissive)
Hyper-Representations: Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction 28 Oct 2021 hsg-aiml/neurips_2021-weight_space_learning/modules/model_definitions/def_simclr_ae_module.py 726fa65b04e8959a ran · metamorphic tier: deterministic no licence file found · pointer only
Exploring Simple Siamese Representation Learning 20 Nov 2020 lightly-ai/lightly/lightly/models/simsiam.py da76a8285671b345 ran fingerprinted MIT (permissive)
Momentum Contrast for Unsupervised Visual Representation Learning 13 Nov 2019 lightly-ai/lightly/lightly/models/moco.py d76bde76567cd6c0 ran 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