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HWC3

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

HWC3 appears in the code Syntology harvested for 20 papers, as 2 distinct code bodies found in 20 places (a place is one code body under one paper). At least one of them ran in 20 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 HWC3 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 2 of the 2 distinct code bodies named HWC3; 0 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
1ran · fixture could not drive it
1ran
0unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 20 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

20 papers shown of 20, newest first; 20 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; 1 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
Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis 29 Oct 2024 DeepakSridhar/fgdm/controlnet/annotator/util.py f9ec7d70add02b6f ran · fixture could not drive it no licence file found · pointer only
UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation 21 Aug 2024 xiangyu-mm/UniFashion/src/UNIStableVITON/dataset.py f9ec7d70add02b6f ran · fixture could not drive it no licence file found · pointer only
AttentionHand: Text-driven Controllable Hand Image Generation for 3D Hand Reconstruction in the Wild 25 Jul 2024 redorangeyellowy/AttentionHand/inference.py f9ec7d70add02b6f ran · fixture could not drive it MIT (permissive)
StyleShot: A Snapshot on Any Style 1 Jul 2024 open-mmlab/StyleShot/annotator/util.py f9ec7d70add02b6f ran · fixture could not drive it MIT (permissive)
AnyControl: Create Your Artwork with Versatile Control on Text-to-Image Generation 27 Jun 2024 open-mmlab/anycontrol/annotator/util.py f9ec7d70add02b6f ran · fixture could not drive it MIT (permissive)
MegActor: Harness the Power of Raw Video for Vivid Portrait Animation 31 May 2024 megvii-research/megfaceanimate/controlnet_aux_lib/util.py f9ec7d70add02b6f ran · fixture could not drive it Apache-2.0 (permissive)
CRS-Diff: Controllable Remote Sensing Image Generation with Diffusion Model 18 Mar 2024 Sonettoo/CRS-Diff/annotator/util.py f9ec7d70add02b6f ran · fixture could not drive it no licence file found · pointer only
NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation 13 Mar 2024 tmlr-group/NoiseDiffusion/controlnet/annotator/util.py f9ec7d70add02b6f ran · fixture could not drive it no licence file found · pointer only
DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations 11 Mar 2024 bytedance/deadiff/ldm/controlnet/annotator/util.py f9ec7d70add02b6f ran · fixture could not drive it Apache-2.0 (permissive)
What Matters When Repurposing Diffusion Models for General Dense Perception Tasks? 10 Mar 2024 aim-uofa/genpercept/GenPercept_v1/hubconf.py f9ec7d70add02b6f ran · fixture could not drive it BSD-2-Clause (permissive)
Towards Real-World Blind Face Restoration with Generative Diffusion Prior 25 Dec 2023 chenxx89/bfrffusion/annotator/util.py f9ec7d70add02b6f ran · fixture could not drive it MIT (permissive)
NVS-Adapter: Plug-and-Play Novel View Synthesis from a Single Image 12 Dec 2023 POSTECH-CVLab/nvsadapter/sgm/modules/nvsadapter/conditioner.py 71b406321e2072eb ran fingerprinted MIT (permissive)
ControlNet-XS: Rethinking the Control of Text-to-Image Diffusion Models as Feedback-Control Systems 11 Dec 2023 vislearn/ControlNet-XS/annotator/util.py f9ec7d70add02b6f ran · fixture could not drive it Apache-2.0 (permissive)
RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models 7 Dec 2023 rehg-lab/rave/annotator/util.py f9ec7d70add02b6f ran · fixture could not drive it MIT (permissive)
CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image Manipulation 19 Oct 2023 sled-group/cyclenet/annotator/util.py f9ec7d70add02b6f ran · fixture could not drive it Apache-2.0 (permissive)
StableVideo: Text-driven Consistency-aware Diffusion Video Editing 18 Aug 2023 rese1f/stablevideo/annotator/util.py f9ec7d70add02b6f ran · fixture could not drive it Apache-2.0 (permissive)
ControlVideo: Conditional Control for One-shot Text-driven Video Editing and Beyond 26 May 2023 thu-ml/controlvideo/annotator/util.py f9ec7d70add02b6f ran · fixture could not drive it Apache-2.0 (permissive)
Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models 25 May 2023 shihaozhaozsh/uni-controlnet/annotator/util.py f9ec7d70add02b6f ran · fixture could not drive it MIT recorded; this copy not marked cleared · pointer only
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold 18 May 2023 opengvlab/internchat/iGPT/models/image.py f9ec7d70add02b6f ran · fixture could not drive it Apache-2.0 (permissive)
arXiv:01705 yangxy/PASD/pasd/annotator/util.py f9ec7d70add02b6f ran · fixture could not drive it 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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