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l1

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

l1 appears in the code Syntology harvested for 25 papers, as 19 distinct code bodies found in 26 places (a place is one code body under one paper). At least one of them ran in 8 of the papers; 5 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 l1 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 6 of the 19 distinct code bodies named l1; 13 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
1ran · fixture could not drive it
3ran
13unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 26 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

25 papers shown of 25, newest first; 26 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
M-Fibration Theory with Applications to Neural Network Compression added by Syntology 2026-08 (from id) boldip/mfib/mfib/approx.py a98126d1848b64fd ran fingerprinted MIT (permissive)
FastPFRec: A Fast Personalized Federated Recommendation with Secure Sharing ⋆ added by Syntology 2026-03 (from id) yanzhenxing123/FastPFRec/util/algorithm.py cddf7c0cf4dae27e unverified Apache-2.0 (permissive)
Robustness in Both Domains: CLIP Needs a Robust Text Encoder 3 Jun 2025 LIONS-EPFL/LEAF/src/robust_vlm/train/adversarial_training_clip.py 2a8adc0b6b7fe4f7 ran · our draft was wrong fingerprinted no licence file found · pointer only
SCONE: A Novel Stochastic Sampling to Generate Contrastive Views and Hard Negative Samples for Recommendation 1 May 2024 jeongwhanchoi/scone/util/algorithm.py cddf7c0cf4dae27e unverified MIT (permissive)
Model-based Reinforcement Learning for Parameterized Action Spaces 3 Apr 2024 valarzz/dlpa/utils.py 9925b7e4eb50dcae ran · fixture could not drive it fingerprinted no licence file found · pointer only
DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives 7 Mar 2024 me-sonandme/DGR/util/algorithm.py cddf7c0cf4dae27e unverified no licence file found · pointer only
Poisoning Attacks against Recommender Systems: A Survey 3 Jan 2024 coderwzw/arlib/util/algorithm.py c6ba2be120a102b6 ran fingerprinted no licence file found · pointer only
TD-MPC2: Scalable, Robust World Models for Continuous Control 25 Oct 2023 nicklashansen/tdmpc/src/algorithm/tdmpc.py 9925b7e4eb50dcae ran · fixture could not drive it fingerprinted MIT (permissive)
Separate Anything You Describe 9 Aug 2023 audio-agi/audiosep/losses.py 9d43ef1e369fdd71 ran fingerprinted MIT (permissive)
TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization 9 Mar 2023 alanjeffares/tangos/src/regularizers.py 89e9384025052271 ran · honoured contract BSD-3-Clause (permissive)
TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization 9 Mar 2023 vanderschaarlab/tangos/src/tangos/regularizers.py f573fa744b50ea6c unverified BSD-3-Clause (permissive)
MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations 12 Dec 2022 facebookresearch/modem/algorithm/helper.py 9925b7e4eb50dcae ran · fixture could not drive it fingerprinted MIT recorded; this copy not marked cleared · pointer only
SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse Views 12 Jun 2022 xxlong0/sparseneus/loss/depth_metric.py 6a9938aa57b3cba7 unverified MIT (permissive)
VoRTX: Volumetric 3D Reconstruction With Transformers for Voxelwise View Selection and Fusion 1 Dec 2021 noahstier/vortx/vortx/eval_utils.py 4983f48e58881a90 unverified MIT (permissive)
Deep Two-View Structure-from-Motion Revisited 1 Apr 2021 jytime/Deep-SfM-Revisited/demon_metrics.py 94676aa789a890f5 unverified MIT (permissive)
Continual Adaptation for Deep Stereo 10 Jul 2020 CVLAB-Unibo/Real-time-self-adaptive-deep-stereo/Losses/loss_factory.py f7bd997c454b72ef unverified Apache-2.0 (permissive)
Guided Fine-Tuning for Large-Scale Material Transfer 6 Jul 2020 valentin-deschaintre/Guided_fine_tuning_SVBRDF/losses.py 0a80ad08bd34d0c8 unverified MIT (permissive)
A Disentangling Invertible Interpretation Network for Explaining Latent Representations 27 Apr 2020 CompVis/iin/iin/losses/ae.py 7ef28876c796d72c unverified MIT (permissive)
Atlas: End-to-End 3D Scene Reconstruction from Posed Images 23 Mar 2020 magicleap/Atlas/atlas/evaluation.py 60530e4179d62619 unverified Apache-2.0 (permissive)
DeepSFM: Structure From Motion Via Deep Bundle Adjustment 20 Dec 2019 weixk2015/DeepSFM/demon_metrics.py 94676aa789a890f5 unverified BSD-3-Clause (permissive)
Region-wise Generative Adversarial ImageInpainting for Large Missing Areas 27 Sep 2019 vickyFox/Region-wise-Inpainting/vgg/vgg16.py 958e1dad894204f9 unverified MIT (permissive)
Multiagent Evaluation under Incomplete Information 21 Sep 2019 microsoft/InfoGainalpharank/src/acquisition/functions.py a1156bd23c9f5eba unverified MIT (permissive)
Flexible SVBRDF Capture with a Multi-Image Deep Network 2019-06 (from id) valentin-deschaintre/multi-image-deepNet-SVBRDF-acquisition/losses.py 0a80ad08bd34d0c8 unverified MIT (permissive)
Exploring the Limitations of Behavior Cloning for Autonomous Driving 18 Apr 2019 felipecode/coiltraine/network/loss.py 4e12f4e418b881c1 unverified MIT (permissive)
Learning to Adapt for Stereo 5 Apr 2019 CVLAB-Unibo/Learning2AdaptForStereo/Losses/loss_factory.py f7bd997c454b72ef unverified Apache-2.0 (permissive)
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation 4 Sep 2018 asyml/texar-pytorch/texar/torch/core/regularizers.py 4e46a8c29447d006 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".

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