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resnet20

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

resnet20 appears in the code Syntology harvested for 42 papers, as 39 distinct code bodies found in 44 places (a place is one code body under one paper). At least one of them ran in 15 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 resnet20 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 12 of the 39 distinct code bodies named resnet20; 27 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
1ran · fixture could not drive it
9ran
27unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 9 of the 44 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

42 papers shown of 42, newest first; 44 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 1 papers added by Syntology; 4 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
Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under Label Noise added by Syntology 2026-04 (from id) YuanjieSh/CMRM/Multi_code_synthetic_noise/models/resnet_cifar.py 682ea0b23a9b9564 unverified MIT (permissive)
Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under Label Noise added by Syntology 2026-04 (from id) YuanjieSh/CMRM/Multi_code_synthetic_noise/models/resnet_eurosat.py f332591908476ccc unverified MIT (permissive)
Busting the Paper Ballot: Voting Meets Adversarial Machine Learning 17 Jun 2025 VoterCenter/Busting-the-Ballot/Models/ResNet.py 12689be989900b1f ran · fixture could not drive it BSD-3-Clause (permissive)
RoBo6: Standardized MMT Light Curve Dataset for Rocket Body Classification 30 Nov 2024 kyselica12/RoBo6_Model_Comparison/modules/resnet.py 778abcf319b959d2 unverified no licence file found · pointer only
SAMPa: Sharpness-aware Minimization Parallelized 14 Oct 2024 LIONS-EPFL/SAMPa/model/resnet.py a10d10e7bcf4cb4a ran no licence file found · pointer only
AdvQDet: Detecting Query-Based Adversarial Attacks with Adversarial Contrastive Prompt Tuning 4 Aug 2024 xinwong/advqdet/models/resnet.py 8cdd577ff58690f6 ran no licence file found · pointer only
Abstraction Alignment: Comparing Model-Learned and Human-Encoded Conceptual Relationships 17 Jul 2024 mitvis/abstraction-alignment/util/cifar/resnet.py a10d10e7bcf4cb4a ran no licence file found · pointer only
Exemplar-free Continual Representation Learning via Learnable Drift Compensation 11 Jul 2024 alviur/ldc/LDC_supervised/utils/inc_net.py 5ef4da296d6ae98f ran no licence file found · pointer only
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration 10 Jun 2024 yuanjiesh/rc3p/models/resnet_cifar.py 682ea0b23a9b9564 unverified MIT (permissive)
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration 10 Jun 2024 yuanjiesh/rc3p/models/resnet_eurosat.py f332591908476ccc unverified MIT (permissive)
DeNetDM: Debiasing by Network Depth Modulation 28 Mar 2024 kadarsh22/DeNetDM/module/resnet.py 01565f5f63507277 ran MIT (permissive)
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model 1 Feb 2024 hzc1208/LMHT_SNN/ann_models/ResNet.py 70470a857f93b627 ran no licence file found · pointer only
SANIA: Polyak-type Optimization Framework Leads to Scale Invariant Stochastic Algorithms 28 Dec 2023 fxrshed/sania/experiments/cifar_resnet.py ff484a1ce7b2b244 ran no licence file found · pointer only
Adversarially Robust Spiking Neural Networks Through Conversion 15 Nov 2023 igitugraz/robustsnnconversion/models/ResNet.py 61ca6746fd2cf62d unverified MIT (permissive)
Continual Evidential Deep Learning for Out-of-Distribution Detection 6 Sep 2023 eaaguilart/cedl/resnet.py abad9efb299cab1c ran no licence file found · pointer only
One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training 12 Aug 2023 jianshuod/tba/models/vanilla_resnet.py 182a7f2d3cc58f1f ran Apache-2.0 (permissive)
Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferability 15 Jul 2023 cgcl-codes/transferattacksurrogates/TransferAttack/models/resnet_cifar.py ef2cb901ccb65deb ran MIT (permissive)
Adaptive Compression in Federated Learning via Side Information 22 Jun 2023 francescopase/federated-klms/flower_fl/models/resnet.py 1671b368a1ab2ab0 unverified MIT (permissive)
Revisiting Data-Free Knowledge Distillation with Poisoned Teachers 4 Jun 2023 illidanlab/abd/zskt/models/shufl_resnet.py 42e550398c376b37 unverified MIT (permissive)
GPT-FL: Generative Pre-trained Model-Assisted Federated Learning 3 Jun 2023 AvestimehrResearchGroup/GPT-FL/synthetic_data_generation/resnet.py 140905d48b761a27 unverified MIT recorded; this copy not marked cleared · pointer only
arXiv:2305.18497 2023-05 (from id) fan1dy/collaboration-consensus/models/resnet.py 01565f5f63507277 ran Apache-2.0 (permissive)
Uncovering the Representation of Spiking Neural Networks Trained with Surrogate Gradient 25 Apr 2023 intelligent-computing-lab-yale/snncka/models/ann_resnet.py 9828e98d9495e916 unverified MIT (permissive)
PopulAtion Parameter Averaging (PAPA) 6 Apr 2023 samsungsailmontreal/papa/models/resnet20.py 5ec019fd36dd68e8 unverified MIT (permissive)
Fast Inference in Denoising Diffusion Models via MMD Finetuning 19 Jan 2023 diegovalsesia/mmd-ddm/models/resnet.py e58bdb43e48b0fd1 unverified MIT (permissive)
Avoiding spurious correlations via logit correction 2 Dec 2022 shengliu66/lc/module/resnet.py 2204ec00fcf92209 unverified MIT (permissive)
NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration 29 Nov 2022 yungchentang/NCToolkit/neural_clamping/models/resnet_cifar10.py a10d10e7bcf4cb4a ran MIT (permissive)
On the Importance and Applicability of Pre-Training for Federated Learning 23 Jun 2022 andytu28/fps_pre-training/resnet_cifar.py f5fef6bc2b7e1e49 unverified BSD-3-Clause (permissive)
PRANC: Pseudo RAndom Networks for Compacting deep models 16 Jun 2022 ucdvision/pranc/models.py ee582e3134b37493 unverified MIT (permissive)
Rare Gems: Finding Lottery Tickets at Initialization 24 Feb 2022 ksreenivasan/pruning_is_enough/IMP_codebase/cifar_model_resnet.py 8d4c82954b75940e unverified MIT (permissive)
Benchmarking the Accuracy and Robustness of Feedback Alignment Algorithms 30 Aug 2021 jsalbert/biotorch/biotorch/models/small_resnet.py d475032f6599d6a2 unverified Apache-2.0 (permissive)
User-Level Label Leakage from Gradients in Federated Learning 19 May 2021 tklab-tud/llg/Code/model.py aec3de1f6493541c unverified MIT (permissive)
Unsupervised Layered Image Decomposition into Object Prototypes 29 Apr 2021 monniert/dti-sprites/src/model/mini_resnet.py b69e0b94664e5634 unverified MIT (permissive)
Rethinking Neural Operations for Diverse Tasks 29 Mar 2021 mkhodak/relax/examples/resnet/resnet.py b3920efd145667ac unverified MIT (permissive)
Deep Transformation-Invariant Clustering 19 Jun 2020 monniert/dti-clustering/src/model/mini_resnet.py a869ef73c638e65a unverified MIT (permissive)
ReZero is All You Need: Fast Convergence at Large Depth 10 Mar 2020 fabio-deep/ReZero-ResNet/src/resnet.py ced375c8bbba0283 ran · our draft was wrong MIT (permissive)
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks 18 Sep 2019 youzhonghui/gate-decorator-pruning/models/cifar/resnet56.py 025a0fa4b9bd03c4 unverified Apache-2.0 (permissive)
Mish: A Self Regularized Non-Monotonic Activation Function 23 Aug 2019 digantamisra98/Mish/exps/resnet.py fe525ef6a5d1473a unverified MIT (permissive)
Learned Step Size Quantization 21 Feb 2019 zhutmost/lsq-net/model/resnet_cifar.py d759ea54f50325b0 unverified MIT (permissive)
DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients 20 Jun 2016 zzzxxxttt/Pytorch_DoReFaNet/nets/cifar_resnet.py ce5d6e10ff074840 unverified MIT (permissive)
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation 2 Nov 2015 zhuotongchen/self-healing-robust-neural-networks-via-closed-loop-control/models/model_resnet.py 788ec85b5552dcd3 unverified MIT (permissive)
Cyclical Learning Rates for Training Neural Networks 3 Jun 2015 davidtvs/pytorch-lr-finder/examples/cifar10_resnet.py e5d7185b6cba3126 ran · our draft was wrong MIT (permissive)
arXiv:aaai_29231 MIV-XJTU/EvoPrompt/inclearn/convnet/cifar_resnet.py 4c4881e69064c66b unverified MIT (permissive)
arXiv:aaai_16351 taoxvzi/DPFPS/models/resnet_cifar.py 2db68232cb92a106 unverified MIT (permissive)
arXiv:Caldarola_Beyond_Local_Sharpness_Communication-Efficient_Global_Sharpness-aware_Minimization_for_Federated_Learning_CVPR_2025_paper pietrocagnasso/fedgloss/codebase/eigenthings/models.py 5524a3828930adb6 unverified BSD-2-Clause (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".

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