Home › Code › dn_post_process

dn_post_process

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

dn_post_process appears in the code Syntology harvested for 15 papers, as 8 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 11 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 dn_post_process 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 5 of the 8 distinct code bodies named dn_post_process; 3 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
3ran · fixture could not drive it
2ran
3unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 16 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

15 papers shown of 15, newest first; 16 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; 3 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
Prior-Guided DETR for Ultrasound Nodule Detection added by Syntology 2026-01 (from id) wjj1wjj/Ultrasound-DETR/models/dn_dab_deformable_detr/dab_deformable_detr.py 9db6a2fdc3039d38 ran · fixture could not drive it Apache-2.0 (permissive)
Nodule-DETR: A Novel DETR Architecture with Frequency-Channel Attention for Ultrasound Thyroid Nodule Detection added by Syntology 2026-01 (from id) wjj1wjj/Nodule-DETR/Nodule-DETR/models/dn_components.py 9db6a2fdc3039d38 ran · fixture could not drive it no licence file found · pointer only
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision 28 May 2024 xiaomoguhz/ov-dquo/models/ov_dquo/ov_dn_components.py 0136c1e716ef3276 ran Apache-2.0 (permissive)
Bridging the Gap Between End-to-End and Two-Step Text Spotting 6 Apr 2024 mxin262/estextspotter/models/ests/ests.py 5bcf7dfb561bb961 ran · fixture could not drive it no licence file found · pointer only
Disentangled Pre-training for Human-Object Interaction Detection 2 Apr 2024 xingaoli/DP-HOI/models/dn_components.py 9db6a2fdc3039d38 ran · fixture could not drive it Apache-2.0 (permissive)
TransGOP: Transformer-Based Gaze Object Prediction 21 Feb 2024 chenxi-Guo/TransGOP/models/TransGOP/dn_components.py dc279ea790da466f ran Apache-2.0 (permissive)
A Multimodal Dataset and Benchmark for Radio Galaxy and Infrared Host Detection 11 Dec 2023 nikhel1/gal-dino/models/dino/dino.py d46a9bced6ba8015 ran · fixture could not drive it Apache-2.0 (permissive)
Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection 18 Oct 2023 MengLcool/RichSem/models/richsem/dn_components.py dc279ea790da466f ran no licence file found · pointer only
Spatial-Temporal Graph Enhanced DETR Towards Multi-Frame 3D Object Detection 1 Jul 2023 eaphan/stemd/playground/detection.3d/waymo/stemd/STEMD.waymo.resnet18.cdn.epoch12.16f/cdn.py 1ee3f1b1247be911 unverified Apache-2.0 (permissive)
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation 6 Jun 2022 IDEA-opensource/DN-DETR/models/DN_DAB_DETR/dn_components.py 9db6a2fdc3039d38 ran · fixture could not drive it Apache-2.0 recorded; this copy not marked cleared · pointer only
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation 6 Jun 2022 IDEACVR/DINO/models/dino/dn_components.py dc279ea790da466f ran Apache-2.0 recorded; this copy not marked cleared · pointer only
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection 7 Mar 2022 idea-research/dino/models/dino/dn_components.py dc279ea790da466f ran Apache-2.0 recorded; this copy not marked cleared · pointer only
DN-DETR: Accelerate DETR Training by Introducing Query DeNoising 2 Mar 2022 FengLi-ust/DN-DETR/models/DN_DAB_DETR/dn_components.py 9db6a2fdc3039d38 ran · fixture could not drive it Apache-2.0 recorded; this copy not marked cleared · pointer only
arXiv:openreview_mJr1VDMOf2 Nebulae411/DGG-HMR/models/dn_components.py c3ee92062130b8b4 unverified Apache-2.0 (permissive)
arXiv:Zhang_MonoDETR_Depth-guided_Transformer_for_Monocular_3D_Object_Detection_ICCV_2023_paper ZrrSkywalker/MonoDETR/lib/models/monodetr/dn_components.py e931225a0dda5b23 unverified MIT (permissive)
arXiv:Pu_MonoDGP_Monocular_3D_Object_Detection_with_Decoupled-Query_and_Geometry-Error_Priors_CVPR_2025_paper PuFanqi23/MonoDGP/lib/models/monodgp/dn_components.py e931225a0dda5b23 unverified 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