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parse_comma_separated_list
parse_comma_separated_list appears in the code Syntology harvested for 14 papers, as 1 distinct code body found in 14 places (a place is one code body under one paper). At least one of them ran in 14 of the papers; 1 of the code bodies carries 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 parse_comma_separated_list 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 1 of the 1 distinct code body named parse_comma_separated_list; 0 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:
Licence is a property of each copy, so it is counted per place: 9 of the 14 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
14 papers shown of 14, newest first; 14 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. 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.
| Paper | Date | File | Status Syntology | Licence |
|---|---|---|---|---|
| Provably Near-Optimal Federated Ensemble Distillation with Negligible Overhead | 10 Feb 2025 | autonomousvision/stylegan-xl/calc_metrics.py d01b68a634f71551 |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| Towards Kinetic Manipulation of the Latent Space | 15 Sep 2024 | PDillis/stylegan3-fun/calc_metrics.py d01b68a634f71551 |
ran · our draft was wrong fingerprinted | no licence file found · pointer only |
| Perm: A Parametric Representation for Multi-Style 3D Hair Modeling | 28 Jul 2024 | identical code first harvested elsewhere d01b68a634f71551 |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats | 5 Jun 2024 | hse1032/Adversarial-Generation-of-Hierarchical-Gaussians-for-3D-Generative-Model/calc_metrics.py d01b68a634f71551 |
ran · our draft was wrong fingerprinted | no licence file found · pointer only |
| Gaussian Shell Maps for Efficient 3D Human Generation | 29 Nov 2023 | computational-imaging/GSM/main/gsm/calc_metrics.py d01b68a634f71551 |
ran · our draft was wrong fingerprinted | no licence file found · pointer only |
| Instant3D: Instant Text-to-3D Generation | 14 Nov 2023 | ming1993li/instant3dcodes/calc_metrics.py d01b68a634f71551 |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models | 7 Jun 2023 | Zhendong-Wang/Diffusion-GAN/diffusion-projected-gan/calc_metrics.py d01b68a634f71551 |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| MeshDiffusion: Score-based Generative 3D Mesh Modeling | 14 Mar 2023 | identical code first harvested elsewhere d01b68a634f71551 |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer | 19 Dec 2022 | identical code first harvested elsewhere d01b68a634f71551 |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars | 21 Nov 2022 | identical code first harvested elsewhere d01b68a634f71551 |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images | 22 Sep 2022 | nv-tlabs/GET3D/train_3d.py d01b68a634f71551 |
ran · our draft was wrong fingerprinted | licence not identified · pointer only |
| VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids | 15 Jun 2022 | autonomousvision/voxgraf/calc_metrics.py d01b68a634f71551 |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets | 1 Feb 2022 | autonomousvision/stylegan_xl/calc_metrics.py d01b68a634f71551 |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| Efficient Geometry-aware 3D Generative Adversarial Networks | 15 Dec 2021 | identical code first harvested elsewhere d01b68a634f71551 |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
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