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Flatten

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

Flatten appears in the code Syntology harvested for 23 papers, as 23 distinct code bodies found in 23 places (a place is one code body under one paper). At least one of them ran in 22 of the papers; 21 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 Flatten 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 22 of the 23 distinct code bodies named Flatten; 1 is 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
22ran
1unverified
21fingerprinted

Licence is a property of each copy, so it is counted per place: 11 of the 23 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

23 papers shown of 23, newest first; 23 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
CryptoFace: End-to-End Encrypted Face Recognition added by Syntology 2025-09 (from id) human-analysis/CryptoFace/models/pcnn.py d45cd0dd13f0cbc5 ran · metamorphic tier: invariant fingerprinted MIT (permissive)
ESC: Erasing Space Concept for Knowledge Deletion 3 Apr 2025 KU-VGI/ESC/unlearn.py 0b787ec506d382c7 ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense 30 Oct 2024 cas-aisafetybasicresearchgroup/causaldiff/model/unet_autoenc.py 8990ccc3a7ed53f8 ran · metamorphic tier: invariant fingerprinted MIT (permissive)
Compositional Image Decomposition with Diffusion Models 27 Jun 2024 baudm/MONet-pytorch/models/networks.py c4c6d0c722ce7f3e ran fingerprinted licence not identified · pointer only
Attention for Causal Relationship Discovery from Biological Neural Dynamics 12 Nov 2023 ziyulu-uw/causalformer/causalformer_model/extra_layers.py 989bacfdb7515f12 ran fingerprinted MIT (permissive)
Neuro-Inspired Fragmentation and Recall to Overcome Catastrophic Forgetting in Curiosity 26 Oct 2023 fietelab/farcuriosity/rlpyt/models/curiosity/fragmentation_wrapper.py 2e98e983ba2bc6cc ran fingerprinted MIT (permissive)
TD-MPC2: Scalable, Robust World Models for Continuous Control 25 Oct 2023 nicklashansen/tdmpc/src/algorithm/tdmpc.py 9dea847acca74082 ran · metamorphic tier: invariant fingerprinted MIT (permissive)
Relational Concept Bottleneck Models 23 Aug 2023 diligmic/rcbm-neurips2024/keras-ns/ns_lib/utils.py 3d0b08863752d9f5 unverified no licence file found · pointer only
Hierarchical Fine-Grained Image Forgery Detection and Localization 30 Mar 2023 chelsea234/hifi_ifdl/HiFi_Net.py e1419c05ef8cd25e ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
Single-phase deep learning in cortico-cortical networks 23 Jun 2022 neuralml/burstccn/modules/networks_burstccn.py e812b079d07987b1 ran fingerprinted GPL-3.0 (copyleft) · pointer only
Rethinking Visual Geo-localization for Large-Scale Applications 5 Apr 2022 gmberton/CosPlace/cosplace_model/cosplace_network.py bcef70112e3e16de ran MIT (permissive)
AdaFace: Quality Adaptive Margin for Face Recognition 3 Apr 2022 Armxyz1/Results-on-RFW/AdaFace/backbones/net.py 3f852d5b1c843b52 ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning 3 Mar 2022 kangISU/Conf-MPU-DS-NER/utils/model_conf_mpu.py df815cbd0d3d668b ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Creative Sketch Generation 19 Nov 2020 facebookresearch/DoodlerGAN/part_generator.py 8818002d32451ab2 ran fingerprinted MIT (permissive)
Labelling unlabelled videos from scratch with multi-modal self-supervision 24 Jun 2020 facebookresearch/selavi/model.py a4f923bd5136361f ran · metamorphic tier: deterministic fingerprinted licence not identified · pointer only
Simple and Effective VAE Training with Calibrated Decoders 23 Jun 2020 orybkin/sigma-vae-pytorch/model.py b48f592cc5b0f4c7 ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
A Simple Framework for Contrastive Learning of Visual Representations 13 Feb 2020 reppy4620/SimCLR4Paint/modules/simclr.py c6673456e63337b4 ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition 8 Jan 2020 jinyangyuan/space/src/model/space/space.py dca1bdd65a0d90e0 ran fingerprinted GPL-3.0 (copyleft) · pointer only
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 28 May 2019 zsef123/EfficientNets-PyTorch/models/effnet.py c49413302c78006f ran fingerprinted no licence file found · pointer only
Unsupervised Representation Learning by Predicting Image Rotations 21 Mar 2018 zzz1515151/self-supervised_learning_sketch/AlexNet.py 89353fd06cc04c28 ran · metamorphic tier: invariant fingerprinted MIT (permissive)
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles 30 Mar 2016 facebookresearch/vissl/vissl/models/trunks/alexnet_jigsaw.py 0b750ebcd399df8e ran fingerprinted MIT (permissive)
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks 19 Nov 2015 joshpc/StyledFontGAN/models/models.py b6f075ee26c8073d ran · metamorphic tier: invariant fingerprinted MIT (permissive)
You Only Look Once: Unified, Real-Time Object Detection 8 Jun 2015 yakhyo/YOLOv1-pt/nets/nn.py b445acdcf8d90d37 ran fingerprinted 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