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FiLM

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

FiLM appears in the code Syntology harvested for 11 papers, as 14 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 7 of the papers; 2 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 FiLM 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 9 of the 14 distinct code bodies named FiLM; 5 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
0ran · fixture could not drive it
9ran
5unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 7 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

11 papers shown of 11, 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, and the graph's for 5 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
Agentic Discovery of Non-Canonical Antimicrobial Peptides with AMPGAN v3 added by Syntology 2026-06 (from id) marszzibros/AMPGANv3/training/models/lighting_module.py f90ee9d288f6f968 ran no licence file found · pointer only
FiLMMeD: Feature-wise Linear Modulation for Cross-Problem Multi-Depot Vehicle Routing added by Syntology 2026-04 (from id) AJ-Correa/FiLMMeD/CaDA/model.py 24a8a3bcfe06b605 ran · metamorphic tier: deterministic MIT (permissive)
Flowers: A Warp Drive for Neural PDE Solvers added by Syntology 2026-03 (from id) t-muser/flowers/flowers/models/flower.py 58124cf77de2534b ran fingerprinted licence not identified · pointer only
StaTS: Spectral Trajectory Schedule Learning for Adaptive Time Series Forecasting with Frequency Guided Denoiser added by Syntology 2026-03 (from id) zjt-gpu/StaTS/src/models/StaTS.py 9b4f8d37863cd64c unverified no licence file found · pointer only
Universal Robust Speech Adaptation for Cross-Domain Speech Recognition and Enhancement added by Syntology 2026-02 (from id) JethroWangSir/URSA-GAN/UNA-GAN/models/networks.py d901f27bc695ee7a unverified no licence file found · pointer only
Anti-Exploration by Random Network Distillation 31 Jan 2023 zzmtsvv/sac_rnd/rnd_modules.py ceefac1ae561a6c3 ran no licence file found · pointer only
Balanced Multimodal Learning via On-the-fly Gradient Modulation 29 Mar 2022 GeWu-Lab/OGM-GE_CVPR2022/models/basic_model.py 713cd9da0b658745 unverified MIT (permissive)
Randomized Overdrive Neural Networks 8 Oct 2020 csteinmetz1/ronn/dev/ronn/condition.py e8a61d0fde7b7205 unverified Apache-2.0 (permissive)
Denoising Diffusion Probabilistic Models 19 Jun 2020 lmnt-com/wavegrad/src/wavegrad/model.py ebb0bb469802a389 ran Apache-2.0 (permissive)
FiLM: Visual Reasoning with a General Conditioning Layer 22 Sep 2017 keonlee9420/Daft-Exprt/model/blocks.py bc5a2b1350c91ae2 ran · metamorphic tier: invariant fingerprinted MIT (permissive)
FiLM: Visual Reasoning with a General Conditioning Layer 22 Sep 2017 CPJKU/audio_conditioned_unet/audio_conditioned_unet/network.py bd2e6b10e2f47993 ran MIT (permissive)
FiLM: Visual Reasoning with a General Conditioning Layer 22 Sep 2017 ethanjperez/film/vr/models/filmed_net.py b8723266db5e5556 ran licence not identified · pointer only
FiLM: Visual Reasoning with a General Conditioning Layer 22 Sep 2017 caffeinism/film-pytorch/networks.py 6d21918b730bc046 unverified no licence file found · pointer only
RL$^2$: Fast Reinforcement Learning via Slow Reinforcement Learning 9 Nov 2016 aliengirlliv/teachable/algos/ppo.py 4b03e68ac41174cf ran · metamorphic tier: deterministic 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