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deprocess

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

deprocess appears in the code Syntology harvested for 13 papers, as 8 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 4 of the papers; 3 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 deprocess 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 3 of the 8 distinct code bodies named deprocess; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
2ran · fixture could not drive it
0ran
5unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 14 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

13 papers shown of 13, newest first; 14 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. 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
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense 1 Oct 2023 naiyeleo/ABS/TrojAI_competition/round1/abs_pytorch_round1.py f7334fdb122d1c51 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Scalable Diffusion Models with Transformers 19 Dec 2022 milmor/diffusion-transformer/utils.py 00999b7ce52789e2 unverified MIT (permissive)
The "Beatrix'' Resurrections: Robust Backdoor Detection via Gram Matrices 23 Sep 2022 wanlunsec/beatrix/defenses/ABS/abs_pytorch_round1.py f7334fdb122d1c51 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification 21 Dec 2020 Megum1/DFST/detoxification.py 9779d63b362b4fa7 ran · fixture could not drive it fingerprinted MIT (permissive)
Guided Fine-Tuning for Large-Scale Material Transfer 6 Jul 2020 valentin-deschaintre/Guided_fine_tuning_SVBRDF/helpers.py 4288f8e325eb43a4 unverified MIT (permissive)
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation 25 Jul 2019 jayChung0302/DeepFilter/utils.py a02edf11f9d11fba unverified MIT (permissive)
Flexible SVBRDF Capture with a Multi-Image Deep Network 2019-06 (from id) valentin-deschaintre/multi-image-deepNet-SVBRDF-acquisition/helpers.py 4288f8e325eb43a4 unverified MIT (permissive)
Learning Temporal Coherence via Self-Supervision for GAN-based Video Generation 23 Nov 2018 thunil/TecoGAN/lib/ops.py 4288f8e325eb43a4 unverified Apache-2.0 (permissive)
Single-Image SVBRDF Capture with a Rendering-Aware Deep Network 2018-10 (from id) valentin-deschaintre/Single-Image-SVBRDF-Capture-rendering-loss/material_net.py 4288f8e325eb43a4 unverified MIT (permissive)
Adversarial Reprogramming of Neural Networks 28 Jun 2018 ayushchopra96/adversarial-reprogram/adversarial_reprogram.py 18881d908f68db12 ran · violated contract fingerprinted no licence file found · pointer only
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space 30 Nov 2016 Evolving-AI-Lab/ppgn/util.py 64ee22db097899ff unverified MIT (permissive)
Image-to-Image Translation with Conditional Adversarial Networks 21 Nov 2016 BrookInternSOMA/pix2pix-barcode/pix2pix.py 4288f8e325eb43a4 unverified MIT (permissive)
Image-to-Image Translation with Conditional Adversarial Networks 21 Nov 2016 bxck75/piss-ant-pix2pix/pix2pix_custom.py 8e8130d292473a2f unverified MIT (permissive)
Asynchronous Methods for Deep Reinforcement Learning 4 Feb 2016 wxj77/TransferReinforcementLearning/pix2pix-tensorflow/pix2pix.py 4288f8e325eb43a4 unverified 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