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ConvBNReLU

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

ConvBNReLU appears in the code Syntology harvested for 16 papers, as 19 distinct code bodies found in 19 places (a place is one code body under one paper). At least one of them ran in 14 of the papers; 15 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 ConvBNReLU 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 17 of the 19 distinct code bodies named ConvBNReLU; 2 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
17ran
2unverified
15fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 19 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

16 papers shown of 16, newest first; 19 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 2 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
CanonicalPhys: Pose-Robust Remote Photoplethysmography via Canonical-Space Priors added by Syntology 2026-07 (from id) infraface/CanonicalPhys/models/canonical_phys.py 33a9f1fd32ac30fc ran · metamorphic tier: deterministic MIT (permissive)
Domain-Specialized Object Detection via Model-Level Mixtures of Experts added by Syntology 2026-04 (from id) KASTEL-MobilityLab/mixtures-of-experts/models/deeplab_moe.py 812298b801d761c6 ran · metamorphic tier: invariant fingerprinted MIT-0 (permissive)
FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing 3 Nov 2024 physiologicailab/factorizephys/neural_methods/model/FactorizePhys/FactorizePhys.py 6e953ed1bef334e0 ran · metamorphic tier: deterministic licence not identified · pointer only
Adaptive Frequency Filters As Efficient Global Token Mixers 26 Jul 2023 NWPU-Li/AFFNet/aff_block_LL.py 641eb298cd57de0b ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
Focused and Collaborative Feedback Integration for Interactive Image Segmentation 21 Mar 2023 veizgyauzgyauz/FCFI/isegm/model/modeling/fcfi/cffm.py 5a436f039c4adc6e ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation 29 Jul 2022 ZJUGiveLab/ScaleFormer/networks/ScaleFormer.py 5b7ed766c1872be5 ran fingerprinted no licence file found · pointer only
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation 3 May 2022 mit-han-lab/litepose/lib/models/pose_efficient_hrnet.py cfa53abbbd2bfd20 unverified MIT (permissive)
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection 5 Mar 2022 lartpang/ZoomNet/methods/zoomnet/zoomnet.py 862d137d282a2bab ran fingerprinted MIT (permissive)
Adaptive Focus for Efficient Video Recognition 7 May 2021 blackfeather-wang/AdaFocus/Experiments on ActivityNet, FCVID and Mini-Kinetics/models/gfv_net.py 694778287c1e57cb ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
Rethinking BiSeNet For Real-time Semantic Segmentation 27 Apr 2021 Deci-AI/super-gradients/src/super_gradients/training/models/segmentation_models/stdc.py 8942f44b7273d2b1 unverified Apache-2.0 (permissive)
Content-Aware GAN Compression 6 Apr 2021 lychenyoko/content-aware-gan-compression/Util/content_aware_pruning.py 199ed6b9f3c73292 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
Learning Versatile Neural Architectures by Propagating Network Codes 24 Mar 2021 dingmyu/NCP/models/supernet.py a64ad8762fe201c4 ran · metamorphic tier: deterministic fingerprinted BSD-2-Clause (permissive)
Learning Statistical Texture for Semantic Segmentation 6 Mar 2021 lanyunzhu99/Learning-Statistical-Texture-for-Semantic-Segmentation/STLNet.py f26c090aaae914dd ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 28 May 2019 chrisqqq123/FA-Dist-EfficientNet/models/efficientnet.py 998f5b8d1f852446 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
MobileNetV2: Inverted Residuals and Linear Bottlenecks 13 Jan 2018 deep-learning-algorithm/LightWeightCNN/py/lib/models/mobilenet_v2/mobilenet_v2.py 7bbf9113c42008a7 ran · metamorphic tier: deterministic fingerprinted Apache-2.0 (permissive)
MobileNetV2: Inverted Residuals and Linear Bottlenecks 13 Jan 2018 meijieru/yet_another_mobilenet_series/models/mobilenet_base.py ac463ce4dee9e114 ran · metamorphic tier: deterministic fingerprinted licence not identified · pointer only
MobileNetV2: Inverted Residuals and Linear Bottlenecks 13 Jan 2018 duan-song/SATNet/models/MobileNetV2.py e13e89a59e74d402 ran fingerprinted no licence file found · pointer only
MobileNetV2: Inverted Residuals and Linear Bottlenecks 13 Jan 2018 canturan10/satellighte/satellighte/archs/mobilenetv2/module.py 030ac159ba75736b ran fingerprinted MIT (permissive)
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications 17 Apr 2017 deep-learning-algorithm/LightWeightCNN/py/lib/models/mobilenet/mobilenet.py a9b5f1e8c01481db ran · metamorphic tier: deterministic fingerprinted 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