Home › Code › build_decoder

build_decoder

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

build_decoder appears in the code Syntology harvested for 18 papers, as 18 distinct code bodies found in 19 places (a place is one code body under one paper). At least one of them ran in 6 of the papers; 0 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 build_decoder 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 6 of the 18 distinct code bodies named build_decoder; 12 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
5ran · our draft was wrong
1ran · fixture could not drive it
0ran
12unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 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

18 papers shown of 18, 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 2 papers added by Syntology; 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
THBKG: A Temporal Biomedical Knowledge Graph for Decision-Aligned Clinical Advancement Prediction added by Syntology 2026-08 (from id) jackysiupuichung/thbkg/src/models/hgt.py acb54a07b43c703a ran · our draft was wrong MIT (permissive)
Crowded Video Individual Counting Informed by Social Grouping and Spatial-Temporal Displacement Priors added by Syntology 2026-01 (from id) tiny-smart/OMAN/models/transformer/prog_win_transformer.py 98ae47001db9858f unverified MIT (permissive)
arXiv:2507.19875 2025-07 (from id) XiaokunFeng/ATCTrack/lib/models/atctrack/decoder.py e8a95496edbc5c1a unverified no licence file found · pointer only
Classifier-guided Gradient Modulation for Enhanced Multimodal Learning 3 Nov 2024 zrguo/CGGM/models/segmodel.py 22ecd809e4d1de39 unverified MIT (permissive)
Recognize Any Regions 2 Nov 2023 Surrey-UPLab/Recognize-Any-Regions/regionspot/modeling/decoder.py e84ea670369605f2 unverified licence not identified · pointer only
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models 15 Jun 2023 microsoft/X-Decoder/modeling/body/decoder/build.py e3b73f26b6efd55f unverified Apache-2.0 (permissive)
Embracing Consistency: A One-Stage Approach for Spatio-Temporal Video Grounding 27 Sep 2022 jy0205/stcat/models/pipeline.py 554210938d06c170 unverified Apache-2.0 (permissive)
Unsupervised Anomaly Localization with Structural Feature-Autoencoders 23 Aug 2022 felime/feature-autoencoder/fae/baselines/ae/model.py 4a46c8fc04ae380b unverified MIT (permissive)
Reliable Propagation-Correction Modulation for Video Object Segmentation 6 Dec 2021 jerryx1110/rpcmvos/networks/deeplab/decoder.py def8ad790566e5e1 unverified MIT (permissive)
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation 24 Nov 2021 addisonwang2013/evdistill/modeling/deeplab.py 23ce2fc66128ad4c ran · our draft was wrong no licence file found · pointer only
Edge-competing Pathological Liver Vessel Segmentation with Limited Labels 1 Aug 2021 zju-vipa/EVS-Net/models/modeling/deeplab.py 6d2d9f8f46a73fc3 ran · our draft was wrong MIT (permissive)
VS-Net: Voting with Segmentation for Visual Localization 23 May 2021 zju3dv/VS-Net/models/vs_net.py 6b32bebbe43bf3a6 unverified Apache-2.0 (permissive)
Enhanced Balancing GAN: Minority-class Image Generation 31 Oct 2020 GH920/improved-bagan-gp/src/bagan_gp/models.py 892445e821daf2b5 unverified MIT (permissive)
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration 13 Oct 2020 z-x-yang/CFBI/networks/deeplab/decoder.py def8ad790566e5e1 unverified BSD-3-Clause (permissive)
Cycle-StarNet: Bridging the gap between theory and data by leveraging large datasets 6 Jul 2020 teaghan/cycle_sn/network.py 1aa208303ad38191 ran · fixture could not drive it GPL-3.0 (copyleft) · pointer only
ClearGrasp: 3D Shape Estimation of Transparent Objects for Manipulation 6 Oct 2019 Shreeyak/cleargrasp/api/modeling/decoder.py fca9cc83c0d4bb38 unverified Apache-2.0 (permissive)
ClearGrasp: 3D Shape Estimation of Transparent Objects for Manipulation 6 Oct 2019 Shreeyak/cleargrasp/api/modeling/decoder_masks.py 3a0df7487d037785 unverified Apache-2.0 (permissive)
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation 7 Feb 2018 giovanniguidi/deeplabV3-PyTorch/models/deeplab.py 3f8ff8379eaf97df ran · our draft was wrong no licence file found · pointer only
Colorful Image Colorization 28 Mar 2016 bluejurand/Photos-colorization/model_creation.py fc6d45ffb42ade2d ran · our draft was wrong 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