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Down

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

Down appears in the code Syntology harvested for 17 papers, as 19 distinct code bodies found in 19 places (a place is one code body under one paper). At least one of them ran in 17 of the papers; 16 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 Down 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 19 of the 19 distinct code bodies named Down; 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
0ran · fixture could not drive it
19ran
0unverified
16fingerprinted

Licence is a property of each copy, so it is counted per place: 10 of the 19 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

17 papers shown of 17, newest first; 19 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
Deep Learning-Based Early-Stage IR-Drop Estimation via CNN added by Syntology 2026-01 (from id) riteshbhadana/IR-Drop-Predictor/src/model.py 4a22918248db80fd ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision 25 Jun 2025 YutingHe-list/COVER/models/cover.py c28a60b4beba771e ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction 3 May 2025 baijiesong/Lensnet/models/LensNet.py 7c522b7f4348ce13 ran fingerprinted MIT (permissive)
Mask Image Watermarking 17 Apr 2025 hurunyi/maskmark/models/Network.py 29d6c8dc33aa60c4 ran fingerprinted MIT (permissive)
Federated Black-Box Adaptation for Semantic Segmentation 31 Oct 2024 JayParanjape/blackfed/model.py c4618ca9a63f5cc0 ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Efficient Conditional Diffusion Model with Probability Flow Sampling for Image Super-resolution 16 Apr 2024 Yuan-Yutao/ECDP/lib/model/ecdp.py 2cd19342f659e6e4 ran · metamorphic tier: invariant no licence file found · pointer only
Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing 2 Mar 2024 zhoushen1/DCMPNet/models/DIACMPN.py 55954452ecc12fd8 ran fingerprinted MIT (permissive)
Robust-Wide: Robust Watermarking against Instruction-driven Image Editing 2024-02 (from id) hurunyi/Robust-Wide/model.py 9eca04b186a73e7b ran · metamorphic tier: invariant fingerprinted MIT (permissive)
Forecasting Tropical Cyclones with Cascaded Diffusion Models 2 Oct 2023 nathzi1505/forecast-diffmodels/imagen/modules.py cd4fd7e641f85bf1 ran · metamorphic tier: deterministic no licence file found · pointer only
Ad-hoc Pulse Shape Simulation using Cyclic Positional U-Net 2022-12 (from id) aobol/cpu-net/src/cpunet/network.py 2d321ea5cedbccd3 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
Efficient Video Deblurring Guided by Motion Magnitude 27 Jul 2022 sollynoay/MMP-RNN/MMP-RNN/model/MMPRNN.py 34425d3da3c2002f ran fingerprinted MIT (permissive)
Interactive Segmentation and Visualization for Tiny Objects in Multi-megapixel Images 21 Apr 2022 cy-xu/cosmic-conn/cosmic_conn/dl_framework/cosmic_conn.py b6481b13444d2777 ran fingerprinted GPL-3.0 (copyleft) · pointer only
PersFormer: 3D Lane Detection via Perspective Transformer and the OpenLane Benchmark 21 Mar 2022 OpenDriveLab/PersFormer_3DLane/models/PersFormer.py c8e163dd34a88de5 ran fingerprinted Apache-2.0 (permissive)
Rotation Equivariant Deforestation Segmentation and Driver Classification 25 Oct 2021 joshuamitton/rotation-equivariant-deforestation-segmentation/roteqseg/eq_models.py 7f58121dae4532e3 ran MIT (permissive)
Multi-Stage Progressive Image Restoration 4 Feb 2021 swz30/mirnetv2/basicsr/models/archs/mirnet_v2_arch.py 95877fdf404e7e2d ran fingerprinted licence not identified · pointer only
ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery 11 Nov 2020 bellasih/multimodal_supercon/model/unet.py a0fd37e26df21138 ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 bcmi/madisnet-inharmonious-region-localization/networks/UNet.py 42b7fb6a56f04700 ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 iarai/landslide4sense-2022/model/Networks.py 700233c88a9f0710 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 mfp0610/semantic-segmentaion/demo/UNet.py f3bd5522612e8f78 ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only

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