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Up

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

Up appears in the code Syntology harvested for 24 papers, as 27 distinct code bodies found in 27 places (a place is one code body under one paper). At least one of them ran in 19 of the papers; 3 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 Up 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 21 of the 27 distinct code bodies named Up; 6 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
21ran
6unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 15 of the 27 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

24 papers shown of 24, newest first; 27 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 3 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
VAMOS-OCTA: Vessel-Aware Multi-Axis Orthogonal Supervision for Inpainting Motion-Corrupted OCT Angiography Volumes added by Syntology 2026-02 (from id) MedICL-VU/VAMOS-OCTA/models/unet3dhybrid_dynamicfusion.py 15beef60f3430a06 ran · metamorphic tier: invariant MIT (permissive)
Deep Learning-Based Early-Stage IR-Drop Estimation via CNN added by Syntology 2026-01 (from id) riteshbhadana/IR-Drop-Predictor/src/model.py 27c55b95750fed61 ran · metamorphic tier: invariant no licence file found · pointer only
Leveraging Persistence Image to Enhance Robustness and Performance in Curvilinear Structure Segmentation added by Syntology 2026-01 (from id) NatsuGao7/TopoUnet/src/topoUnet.py 7c16bb5c65bc43ca ran 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 bd001f56c2879cb2 ran 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 dd43a7acd88d920a unverified MIT (permissive)
Mask Image Watermarking 17 Apr 2025 hurunyi/maskmark/models/Network.py 65f0d74b6eff8968 ran MIT (permissive)
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming 22 Feb 2025 whitolfchen/refine/refine.py 090400a79032c4ed unverified no licence file found · pointer only
Federated Black-Box Adaptation for Semantic Segmentation 31 Oct 2024 JayParanjape/blackfed/model.py b7a51ee4d08dd89f ran · metamorphic tier: deterministic 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 5ca993fddefc8e0f ran no licence file found · pointer only
WorDepth: Variational Language Prior for Monocular Depth Estimation 4 Apr 2024 Adonis-galaxy/WorDepth/src/networks/wordepth.py ca0383a1bf504494 ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
LiFT: A Surprisingly Simple Lightweight Feature Transform for Dense ViT Descriptors 21 Mar 2024 havrylovv/isegprobe/core/model/upsamplers/LiFT.py d6337cc68d29c70f ran MIT (permissive)
Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing 2 Mar 2024 zhoushen1/DCMPNet/models/DIACMPN.py 3473ae78bcc3dcbc ran MIT (permissive)
Robust-Wide: Robust Watermarking against Instruction-driven Image Editing 2024-02 (from id) hurunyi/Robust-Wide/model.py 51e0fb9e015af2d3 unverified MIT (permissive)
Forecasting Tropical Cyclones with Cascaded Diffusion Models 2 Oct 2023 nathzi1505/forecast-diffmodels/imagen/modules.py 646365212220d06e ran · metamorphic tier: deterministic no licence file found · pointer only
Speech2Lip: High-fidelity Speech to Lip Generation by Learning from a Short Video 9 Sep 2023 CVMI-Lab/Speech2Lip/src/face_simple/models/tf_nerf.py 133e0e9522dc539c 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 8a28ec65f06051f0 ran · metamorphic tier: deterministic MIT (permissive)
Efficient Video Deblurring Guided by Motion Magnitude 27 Jul 2022 sollynoay/MMP-RNN/MMP-RNN/model/MMPRNN.py 54886eb0c15a8e3a ran 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 14b928f349ca092f ran 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 4550ba51e5cea42b ran Apache-2.0 (permissive)
Rotation Equivariant Deforestation Segmentation and Driver Classification 25 Oct 2021 joshuamitton/rotation-equivariant-deforestation-segmentation/roteqseg/eq_models.py 1e2a08e96eeebf1d unverified MIT (permissive)
AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression 25 May 2021 iamkanghyunchoi/ait/AutoReCon_AIT/model_generator.py 7eb453cf4fca36ce ran GPL-3.0 (copyleft) · pointer only
Multi-Stage Progressive Image Restoration 4 Feb 2021 swz30/mirnetv2/basicsr/models/archs/mirnet_v2_arch.py 1c8472333e5c2601 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 b497534292870d68 unverified 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 f3a5d91ee5b79cfd ran · metamorphic tier: deterministic no licence file found · pointer only
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 iarai/landslide4sense-2022/model/Networks.py 0f10d608a2fd31b5 ran · metamorphic tier: deterministic MIT (permissive)
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 clemkoa/u-net/unet/unet.py 7a8583355293040c ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 mfp0610/semantic-segmentaion/demo/UNet.py e1fae17183db5a38 unverified 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