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EPE

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

EPE appears in the code Syntology harvested for 8 papers, as 6 distinct code bodies found in 8 places (a place is one code body under one paper). At least one of them ran in 3 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 EPE 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 1 of the 6 distinct code bodies named EPE; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
0ran
5unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 1 of the 8 places is 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

8 papers shown of 8, newest first; 8 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; 1 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
AccFlow: Backward Accumulation for Long-Range Optical Flow 25 Aug 2023 mulns/accflow/networks/losses.py 6baff9bff3755d04 ran · honoured contract fingerprinted MIT (permissive)
Multi-Scale Aligned Distillation for Low-Resolution Detection 14 Sep 2021 Jia-Research-Lab/MSAD/msad/layers/loss.py 6baff9bff3755d04 ran · honoured contract fingerprinted no licence file found · pointer only
Head2Head: Video-based Neural Head Synthesis 22 May 2020 michaildoukas/head2head/models/flownet2_pytorch/losses.py 6baff9bff3755d04 ran · honoured contract fingerprinted MIT (permissive)
An α-Matte Boundary Defocus Model Based Cascaded Network for Multi-focus Image Fusion 29 Oct 2019 xytmhy/MMF-Net-alpha-Matte-Boundary-Defocus-Model-Fusion/multiscaleloss.py c4e8c04d1cd3f12c unverified MIT (permissive)
Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM 26 Jul 2019 Kwanss/PCLNet/Losses/loss_func.py 8fb8eddd497537e6 unverified MIT (permissive)
DAVANet: Stereo Deblurring with View Aggregation 10 Apr 2019 sczhou/DAVANet/losses/multiscaleloss.py fc3905ddb47a182b unverified MIT (permissive)
FlowNet: Learning Optical Flow with Convolutional Networks 26 Apr 2015 McDo/LightFlowPytorch/loss.py b77a7cb2a29a19c7 unverified MIT (permissive)
arXiv:Sun_Pixel-level_Semantic_Correspondence_through_Layout-aware_Representation_Learning_and_Multi-scale_Matching_CVPR_2024_paper YXSUNMADMAX/LPMFlow/utils_training/optimize.py 07d0e70ee97c932d unverified 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