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channel_shuffle

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

channel_shuffle appears in the code Syntology harvested for 35 papers, as 18 distinct code bodies found in 42 places (a place is one code body under one paper). At least one of them ran in 27 of the papers; 8 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 channel_shuffle 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 8 of the 18 distinct code bodies named channel_shuffle; 10 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
5ran · our draft was wrong
2ran · fixture could not drive it
1ran
10unverified
8fingerprinted

Licence is a property of each copy, so it is counted per place: 14 of the 42 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; 42 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 3 papers added by Syntology; 2 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
PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime added by Syntology 2026-06 (from id) chenyaofo/pytorch-cifar-models/pytorch_cifar_models/shufflenetv2.py cf7081fc34608ea3 ran fingerprinted BSD-3-Clause (permissive)
Efficient Hyperspectral Image Reconstruction Using Lightweight Separate Spectral Transformers added by Syntology 2026-01 (from id) wcz1124/LSST/train_code/architecture/LSST.py f668481e58a0a0b4 ran · our draft was wrong fingerprinted no licence file found · pointer only
Taught Well Learned Ill: Towards Distillation-conditional Backdoor Attack added by Syntology 2025-09 (from id) WhitolfChen/SCAR/core/nets/shufflenetv2.py 66a6a08afa5e4819 unverified no licence file found · pointer only
ADOPT: Modified Adam Can Converge with Any $β_2$ with the Optimal Rate 5 Nov 2024 UiPath/torchvision/torchvision/models/shufflenetv2.py cf7081fc34608ea3 ran fingerprinted BSD-3-Clause (permissive)
LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization 22 Oct 2024 liangchen527/LFME/semantic_segmentation/network/Shufflenet.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted no licence file found · pointer only
SAFNet: Selective Alignment Fusion Network for Efficient HDR Imaging 23 Jul 2024 ltkong218/SAFNet/models/SAFNet.py cdcf7fd9884d712b ran · our draft was wrong fingerprinted no licence file found · pointer only
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation 11 May 2024 sldgroup/emcad/lib/decoders.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted no licence file found · pointer only
MedMamba: Vision Mamba for Medical Image Classification 6 Mar 2024 YubiaoYue/MedMamba/MedMamba.py 057445f270d16a96 ran · fixture could not drive it fingerprinted no licence file found · pointer only
See More Details: Efficient Image Super-Resolution by Experts Mining 5 Feb 2024 zhoushen1/MEASNet/MEASNet/net/FD_MEE.py 80663608dbd5eff8 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Energy-based Automated Model Evaluation 23 Jan 2024 pengr/energy_autoeval/models/chenyaofo/shufflenetv2.py cf7081fc34608ea3 ran fingerprinted Apache-2.0 (permissive)
VMamba: Visual State Space Model 18 Jan 2024 zs1314/microscopic-mamba/baseline_other/mamba/medmamba.py 057445f270d16a96 ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense 1 Oct 2023 naiyeleo/ABS/TrojAI_competition/round2/abs_pytorch1_color_simple_filter4_8_6_3_determinism.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted no licence file found · pointer only
Curriculum Temperature for Knowledge Distillation 29 Nov 2022 zhengli97/ctkd/models/ShuffleNetv2_Imagenet.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
DAMO-YOLO : A Report on Real-Time Object Detection Design 23 Nov 2022 tinyvision/damo-yolo/damo/base_models/backbones/tinynas_mob.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted Apache-2.0 recorded; this copy not marked cleared · pointer only
Hilbert Distillation for Cross-Dimensionality Networks 8 Nov 2022 EagleMIT/Hilbert-Distillation/models/shufflenet.py d1a5e731835a178d unverified MIT (permissive)
Self-attention fusion for audiovisual emotion recognition with incomplete data 26 Jan 2022 katerynaCh/multimodal-emotion-recognition/models/efficientface.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted MIT (permissive)
Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets 2 Jul 2021 identical code first harvested elsewhere b9da06d4f527dd6c ran · our draft was wrong fingerprinted licence of this copy not recorded
Query Attack by Multi-Identity Surrogates 31 May 2021 allenchen1998/querynet/PCDARTS/model_search.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Lite-HRNet: A Lightweight High-Resolution Network 13 Apr 2021 viet-hoang-99/Lite_HRnet_vh/lib/models/lite_hrnet.py 01a5b048271d7607 ran · our draft was wrong fingerprinted no licence file found · pointer only
Lite-HRNet: A Lightweight High-Resolution Network 13 Apr 2021 zh320/realtime-semantic-segmentation-pytorch/models/lite_hrnet.py 64e0d826e27a411e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Rethinking Image Deraining via Rain Streaks and Vapors 3 Aug 2020 identical code first harvested elsewhere b9da06d4f527dd6c ran · our draft was wrong fingerprinted licence of this copy not recorded
Designing Network Design Spaces 30 Mar 2020 ZHANGHeng19931123/MutualGuide/models/backbone/shufflenet_backbone.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted MIT (permissive)
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression 19 Nov 2019 grifon-239/diploma/common/backbones/shufflenet.py 287a2f6bfef9fb01 unverified MIT (permissive)
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression 19 Nov 2019 grifon-239/diploma/common/backbones/shufflenet_v2.py e73a09a558400c49 unverified MIT (permissive)
Revisiting Knowledge Distillation via Label Smoothing Regularization 25 Sep 2019 yuanli2333/Teacher-free-Knowledge-Distillation/model/shufflenetv2.py cbcbff49b39a9e81 unverified MIT (permissive)
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network 16 Aug 2019 WenmuZhou/PAN.pytorch/models/modules/shufflenetv2.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search 12 Jul 2019 ddghost/new_darts/model_search.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted no licence file found · pointer only
PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search 12 Jul 2019 peteryuX/pcdarts-tf2/modules/models_search.py db7afeb6a845da40 unverified MIT (permissive)
MMDetection: Open MMLab Detection Toolbox and Benchmark 17 Jun 2019 coldsummerday/mmdetection-zhou/zhoutools/shufflenetv2.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Single Path One-Shot Neural Architecture Search with Uniform Sampling 31 Mar 2019 megvii-model/SinglePathOneShot/src/Evaluation/flops.py eaa44944ca357418 unverified MIT (permissive)
DetNAS: Backbone Search for Object Detection 26 Mar 2019 megvii-model/DetNAS/Supernet-ImageNet/flops.py eaa44944ca357418 unverified MIT (permissive)
Glyce: Glyph-vectors for Chinese Character Representations 29 Jan 2019 ShannonAI/glyce/glyce/glyph_cnn_models/downsample.py 68147246e5e691bf unverified Apache-2.0 (permissive)
Glyce: Glyph-vectors for Chinese Character Representations 29 Jan 2019 ShannonAI/glyce/glyce/glyph_cnn_models/utils.py 0438badc6adb3fb8 unverified Apache-2.0 (permissive)
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design 30 Jul 2018 zjZSTU/LightWeightCNN/py/lib/models/shufflenet_v2/inverted_residual.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design 30 Jul 2018 megvii-model/ShuffleNet-Series/ShuffleNetV2+/blocks.py eaa44944ca357418 unverified MIT (permissive)
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design 30 Jul 2018 PaulGitt/ShuffleNetV2-tensorflow/ShuffleNetV2Layer.py 1f2313e2d5c77242 unverified Apache-2.0 (permissive)
Unified Perceptual Parsing for Scene Understanding 26 Jul 2018 SonpKing/semantic-segmentation-pytorch/models/shufflenetv2.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted MIT (permissive)
Channel Gating Neural Networks 29 May 2018 identical code first harvested elsewhere b9da06d4f527dd6c ran · our draft was wrong fingerprinted licence of this copy not recorded
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation 7 Jun 2016 xiaoyufenfei/LEDNet/imagenet-pretrain/lednet_imagenet.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:ijcai2022_0190 OverEuro/deep-head-pose-lite/hopenetlite_v2.py b9da06d4f527dd6c ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
arXiv:aaai_21674 jsonW0/StrokeOrderEmbeddings/glyce/glyce/glyph_cnn_models/downsample.py 68147246e5e691bf unverified Apache-2.0 (permissive)
arXiv:aaai_21674 jsonW0/StrokeOrderEmbeddings/glyce/glyce/glyph_cnn_models/utils.py 0438badc6adb3fb8 unverified 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".

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