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grad_reverse

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

grad_reverse appears in the code Syntology harvested for 35 papers, as 24 distinct code bodies found in 35 places (a place is one code body under one paper). At least one of them ran in 21 of the papers; 13 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 grad_reverse 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 13 of the 24 distinct code bodies named grad_reverse; 11 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

7ran · honoured contract
0ran · violated contract
5ran · our draft was wrong
0ran · fixture could not drive it
1ran
11unverified
13fingerprinted

Licence is a property of each copy, so it is counted per place: 13 of the 35 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

35 papers shown of 35, newest first; 35 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 5 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.

PaperDateFileStatus SyntologyLicence
TA B U L A Predictive single cell foundation model for gene regulation and aging with privacy-preserving tabular learning added by Syntology 2026-07 (from id) aristoteleo/tabula/tabula/model/transfomer/transformer.py 12adce58fd9ce5ce ran · our draft was wrong fingerprinted licence not identified · pointer only
Breaking the Generator Barrier: Disentangled Representation for Generalizable AI-Text Detection added by Syntology 2026-04 (from id) PuXiao06/DRGD/module/model.py 5c9517d15decf27f ran · honoured contract fingerprinted no licence file found · pointer only
HomoFM: Deep Homography Estimation with Flow Matching added by Syntology 2026-01 (from id) hmf21/HomoFM/model/CANN_GRL.py 697531742d8cff62 unverified no licence file found · pointer only
Lesiontabe: Equitable AI for Skin Lesion Detection added by Syntology 2026-01 (from id) identical code first harvested elsewhere 8a26ee1d7d102851 ran · honoured contract fingerprinted licence of this copy not recorded
From Simulations to Surveys: Domain Adaptation for Galaxy Observations added by Syntology 2025-11 (from id) ahmedsalim3/galaxy-da/nebula/modeling/domin_classifier.py e0c19e1fde092ece unverified MIT (permissive)
Towards Unsupervised Model Selection for Domain Adaptive Object Detection 23 Dec 2024 henryyu23/das/adapteacher/modeling/meta_arch/rcnn.py 7d2aba87eb205634 ran · our draft was wrong fingerprinted no licence file found · pointer only
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation 9 Jul 2024 rynewu224/GraphDA/layers.py 12b63b50bbdf9a59 ran fingerprinted no licence file found · pointer only
OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation 12 Jun 2024 zybeich/ot-vp/domainbed/lib/torchmisc.py b5becb520f35423a ran · our draft was wrong fingerprinted MIT (permissive)
Multi-view Adversarial Discriminator: Mine the Non-causal Factors for Object Detection in Unseen Domains 6 Apr 2023 K2OKOH/MAD/Pytorch/lib/model/faster_rcnn_MV_3/DA.py abb34bc87e086cd4 ran · our draft was wrong fingerprinted licence not identified · pointer only
Prompt Vision Transformer for Domain Generalization 18 Aug 2022 zhengzangw/DoPrompt/domainbed/lib/torchmisc.py b5becb520f35423a ran · our draft was wrong fingerprinted MIT (permissive)
Domain Adaptation under Open Set Label Shift 26 Jul 2022 VisionLearningGroup/DANCE/models/basenet.py 0822c90f53494f2e unverified MIT (permissive)
Learning Domain Adaptive Object Detection with Probabilistic Teacher 13 Jun 2022 hikvision-research/probabilisticteacher/pt/modeling/utils.py 9edd40180616c9cc unverified Apache-2.0 (permissive)
Source-Free Progressive Graph Learning for Open-Set Domain Adaptation 13 Feb 2022 luoyadan/sf-pgl/models/component.py 29525c5a2d077ac6 ran · honoured contract fingerprinted MIT (permissive)
Cross-Domain Adaptive Teacher for Object Detection 25 Nov 2021 identical code first harvested elsewhere 7d2aba87eb205634 ran · our draft was wrong fingerprinted licence of this copy not recorded
Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification 20 Sep 2021 pbevan1/Skin-Deep-Unlearning/models.py 8a26ee1d7d102851 ran · honoured contract fingerprinted MIT (permissive)
Learning cortical representations through perturbed and adversarial dreaming 9 Sep 2021 NicoZenith/PAD/network.py 336eb7a33d8ba44f unverified MIT (permissive)
AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation 8 Jun 2021 zwenyu/UniSSDA/algorithms/algorithms.py 568eece08bf61ac5 ran · honoured contract fingerprinted no licence file found · pointer only
RDA: Robust Domain Adaptation via Fourier Adversarial Attacking 5 Jun 2021 jxhuang0508/RDA/rda/utils/gate.py 9546e8417b4bdc1a unverified MIT (permissive)
UDALM: Unsupervised Domain Adaptation through Language Modeling 14 Apr 2021 ckarouzos/slp_daptmlm/slp/modules/vada.py 77d46d2160bbc40b unverified MIT (permissive)
Divergence Optimization for Noisy Universal Domain Adaptation 1 Apr 2021 yu1ut/divergence-optimization/models/basenet.py ed0154a7aa37f9c9 ran · our draft was wrong fingerprinted licence not identified · pointer only
Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment 23 Jun 2020 JingWang18/Discriminative-Feature-Alignment/Digit_Classification/DFAENT/model/grad_reverse.py 9546e8417b4bdc1a unverified MIT (permissive)
Progressive Graph Learning for Open-Set Domain Adaptation 22 Jun 2020 BUserName/PGL/models/component.py 29525c5a2d077ac6 ran · honoured contract fingerprinted MIT (permissive)
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting 5 May 2020 dliu5812/PDAM/maskrcnn_benchmark/modeling/domain_adaption/DA.py 3953ff0e5f757483 ran · honoured contract fingerprinted MIT (permissive)
Addressing target shift in zero-shot learning using grouped adversarial learning 2 Mar 2020 mvp18/gAL-MELEX/APY/code/model.py 5a2b24f39d01d817 ran · honoured contract fingerprinted MIT (permissive)
Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation 29 Oct 2019 RogerZhangzz/CAG_UDA/models/adaptation_model.py 522eaeb36b99efb4 unverified MIT (permissive)
Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning 9 Jul 2019 Jeevesh8/Cross-Lingual-Voice-Cloning/gradient_reversal.py 63cd61beeb29c53c unverified BSD-3-Clause recorded; this copy not marked cleared · pointer only
Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation 22 Jun 2019 ictnlp/RSI-NAT/model.py 2a7e189196f18f84 ran · honoured contract fingerprinted BSD-3-Clause (permissive)
Learning Robust Global Representations by Penalizing Local Predictive Power 29 May 2019 guanqun-yang/reproducibility_challenge_neurips_2019/exp1.py b5becb520f35423a ran · our draft was wrong fingerprinted no licence file found · pointer only
Semi-supervised Domain Adaptation via Minimax Entropy 13 Apr 2019 VisionLearningGroup/SSDA_MME/model/basenet.py 9546e8417b4bdc1a unverified MIT (permissive)
Learning Not to Learn: Training Deep Neural Networks with Biased Data 26 Dec 2018 feidfoe/learning-not-to-learn/trainer.py 8a26ee1d7d102851 ran · honoured contract fingerprinted no licence file found · pointer only
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement 19 Feb 2018 nyu-dl/dl4mt-nonauto/model.py 2a7e189196f18f84 ran · honoured contract fingerprinted BSD-3-Clause (permissive)
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings 14 Nov 2017 Gintasp/xgan/models/cdann.py 7d2aba87eb205634 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
arXiv:aaai_32537 Yinghui-Li-New/DAPoinTr/utils/net_utils.py fe98a9a5f820dcb0 unverified MIT (permissive)
arXiv:aaai_28150 lhrrrrrr/DiDA/resnet.py 9546e8417b4bdc1a unverified Apache-2.0 (permissive)
arXiv:2022.findings-aacl.4 anthonysicilia/LEATHER-AACL2022/train/CL/auxloss.py 7341f9519b1347f8 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