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ConvLayer

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

ConvLayer appears in the code Syntology harvested for 26 papers, as 30 distinct code bodies found in 30 places (a place is one code body under one paper). At least one of them ran in 20 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 ConvLayer 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 24 of the 30 distinct code bodies named ConvLayer; 6 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
1ran · fixture could not drive it
23ran
6unverified
13fingerprinted

Licence is a property of each copy, so it is counted per place: 14 of the 30 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

26 papers shown of 26, newest first; 30 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. 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
Refining Context-Entangled Content Segmentation via Curriculum Selection and Anti-Curriculum Promotion added by Syntology 2026-02 (from id) ChunmingHe/CurriSeg/lib/Network.py 06335b9befebc4b4 ran fingerprinted no licence file found · pointer only
msf-CNN: Patch-based Multi-Stage Fusion with Convolutional Neural Networks for TinyML 16 May 2025 tinypart/msf-cnn/analysis/building_blocks.py 379f32e406154f29 ran no licence file found · pointer only
One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion 27 Feb 2025 AWCXV/GIFNet/GIFNet_model.py 07baa027f22e0310 ran fingerprinted no licence file found · pointer only
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models 14 Oct 2024 mit-han-lab/efficientvit/efficientvit/models/efficientvit/dc_ae.py ee46943abe5b1d38 unverified Apache-2.0 (permissive)
Demystify Mamba in Vision: A Linear Attention Perspective 26 May 2024 LeapLabTHU/MLLA/models/mlla.py e67f3c92243ab692 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
DySLIM: Dynamics Stable Learning by Invariant Measure for Chaotic Systems 6 Feb 2024 google-research/swirl-dynamics/swirl_dynamics/lib/layers/convolutions.py 4ddae757fbf45c59 ran licence not identified · pointer only
Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation 24 Sep 2023 scott-yjyang/ViWS-Net/modeling/model.py b553611d41aaf28c ran fingerprinted no licence file found · pointer only
Adaptive Frequency Filters As Efficient Global Token Mixers 26 Jul 2023 NWPU-Li/AFFNet/aff_block_LL.py 0df567a258b6e5b4 ran no licence file found · pointer only
DPE: Disentanglement of Pose and Expression for General Video Portrait Editing 16 Jan 2023 Carlyx/DPE/networks/generator.py 8c8d2d8103bf9805 unverified MIT (permissive)
CrysGNN : Distilling pre-trained knowledge to enhance property prediction for crystalline materials 14 Jan 2023 kdmsit/crysgnn/crysgnn/model.py 0d54a3d42cbadd11 ran · metamorphic tier: deterministic MIT (permissive)
TinyViT: Fast Pretraining Distillation for Small Vision Transformers 21 Jul 2022 microsoft/cream/TinyViT/models/tiny_vit.py 57703d08e183cf79 ran MIT (permissive)
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models 16 Jun 2022 sts-vlcc/sts-vlcc/model/deberta.py be2fdff3546c4ee9 ran · metamorphic tier: deterministic Apache-2.0 (permissive)
Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation 28 Apr 2022 heyblackC/DFMIR/models/networks.py d163291e61c44389 ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors 14 Mar 2022 hejingwenhejingwen/GCFSR/basicsr/archs/gcfsr_arch.py e680d87c9c220c19 unverified no licence file found · pointer only
Hamiltonian latent operators for content and motion disentanglement in image sequences 2 Dec 2021 mdasifkhan/halo/model.py 8b4d15bd7d9c92ca ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
Automatically detecting anomalous exoplanet transits 16 Nov 2021 christophhoenes/anomalousexoplanettransits/architectures.py cee46964326d3513 ran · metamorphic tier: invariant fingerprinted BSD-3-Clause (permissive)
A Variational U-Net for Weather Forecasting 5 Nov 2021 qiq208/weather4cast2021_stage1/weather4cast/utils/vunet_model.py 2eca3a870f08e32b unverified Apache-2.0 (permissive)
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks 16 Jul 2021 VSainteuf/utae-paps/src/backbones/utae.py e7e11ee365ea4bce ran fingerprinted MIT (permissive)
GAN Prior Embedded Network for Blind Face Restoration in the Wild 13 May 2021 yangxy/GPEN/face_model/gpen_model.py ded6faa949d33e01 ran fingerprinted no licence file found · pointer only
Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization 11 Mar 2021 aysim/comingdowntoearth/networks/c_gan.py 89f553dfec1b7e34 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting 14 Dec 2020 larsbentsen/fftransformer/models/Informer.py ece191004f71a0a6 ran · metamorphic tier: deterministic no licence file found · pointer only
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting 14 Dec 2020 AndrzejMiskow/TradeAI/prediction_service/transformers/models.py 90e6de76603c9ae2 ran · metamorphic tier: deterministic MIT (permissive)
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting 14 Dec 2020 tianhai123/Informer-Tensorflow/models/model.py 5523438213912ed4 ran Apache-2.0 (permissive)
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting 14 Dec 2020 zhouhaoyi/Informer2020/models/model.py c26cdbaa0235c38e ran · metamorphic tier: invariant fingerprinted Apache-2.0 (permissive)
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 arkel23/PyTorch-Pretrained-ViT/pytorch_pretrained_vit/model.py bac5c11bc0553d22 ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Viewmaker Networks: Learning Views for Unsupervised Representation Learning 14 Oct 2020 alextamkin/viewmaker/src/models/viewmaker.py 67783a27261dfc0c unverified MIT (permissive)
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks 19 Nov 2015 NicicDamjan/SoftKompjuting/DCGAN.py 192c0c4ebb0c133b unverified no licence file found · pointer only
You Only Look Once: Unified, Real-Time Object Detection 8 Jun 2015 westerndigitalcorporation/YOLOv3-in-PyTorch/src/model.py a2da5672bbc086d3 ran · metamorphic tier: invariant fingerprinted licence not identified · pointer only
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 adityarajsahu/UNet-Implementation/unetmodel.py 6085c4177b555e00 ran · fixture could not drive it MIT (permissive)
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 bragancas/vnet_pytorch-atriaseg2018/LASC18/model.py 8a2f938efbfb519a ran 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