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build_backbone

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

build_backbone appears in the code Syntology harvested for 29 papers, as 27 distinct code bodies found in 29 places (a place is one code body under one paper). At least one of them ran in 4 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 build_backbone 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 4 of the 27 distinct code bodies named build_backbone; 23 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
0ran · fixture could not drive it
0ran
23unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 12 of the 29 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

29 papers shown of 29, newest first; 29 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; 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
Computational Identifiability added by Syntology 2026-06 (from id) lbynum/metadentify/src/metadentify/modules.py 8f7a4e8145ef3403 unverified MIT (permissive)
Trust-SSL: Additive-Residual Selective Invariance for Robust Aerial Self-Supervised Learning added by Syntology 2026-04 (from id) WadiiBoulila/trust-ssl/trust_ssl/models/trust_ssl.py d44addf4891198c9 ran · our draft was wrong fingerprinted no licence file found · pointer only
SupScene: Scene-Structured Overlap Supervision for Image Retrieval in Unconstrained SfM added by Syntology 2026-01 (from id) Suxilan/SupScene/supscene/encoder.py 8b0cb7354017c623 unverified Apache-2.0 (permissive)
DFormerv2: Geometry Self-Attention for RGBD Semantic Segmentation 7 Apr 2025 VCIP-RGBD/DFormer/models/builder.py 4e855a7a7f059a4a unverified MIT (permissive)
arXiv:2503.15141 2025-03 (from id) djukicn/ocebo/models/ocebo.py 286b4da95acdaf5e unverified Apache-2.0 (permissive)
Interpretable Enzyme Function Prediction via Residue-Level Detection 10 Jan 2025 yangzhao1230/protdetr/models/backbone.py e54a325f11c4d6ab unverified MIT (permissive)
StackFLOW: Monocular Human-Object Reconstruction by Stacked Normalizing Flow with Offset 30 Jul 2024 huochf/StackFLOW/stackflow/models/backbone.py af19a32d203e14ff unverified no licence file found · pointer only
SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding 3 Jul 2024 WeitaiKang/SegVG/models/SegVG.py f07174e325e1d5a1 ran · our draft was wrong no licence file found · pointer only
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model 4 Apr 2024 chenhongruixuan/mambacd/changedetection/models/builders.py f7fca94a333f0a3d unverified Apache-2.0 (permissive)
Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis 28 Feb 2024 YanzuoLu/CFLD/models/swin_transformer.py 0ffb0077d629ab71 unverified MIT (permissive)
FViT: A Focal Vision Transformer with Gabor Filter 17 Feb 2024 nkusyl/fvit/model/FViT.py 3b6be43bd23e2f65 unverified MIT (permissive)
Exploring Diverse Representations for Open Set Recognition 12 Jan 2024 Vanixxz/MEDAF/core/net.py cfe611241567a0eb ran · our draft was wrong no licence file found · pointer only
LEAP: Liberate Sparse-view 3D Modeling from Camera Poses 2 Oct 2023 hwjiang1510/LEAP/model/backbone.py 56ddbc51c088e033 unverified no licence file found · pointer only
PMatch: Paired Masked Image Modeling for Dense Geometric Matching 30 Mar 2023 ShngJZ/PMatch/PMatch/PMatch/models/pmatch.py bcc3bfa51d551dd7 unverified no licence file found · pointer only
RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters 15 Mar 2023 Vicky0522/RSFNet/basicsr/archs/rsfnet_arch.py 3f2a8b563380070a unverified GPL-3.0 (copyleft) · pointer only
Extending Phrase Grounding with Pronouns in Visual Dialogues 23 Oct 2022 izhx/Phrase-Grounding-with-Pronoun/code/src/mdetr/backbone.py ca02dee1629c9dbd unverified Apache-2.0 (permissive)
Unpaired Image Translation via Vector Symbolic Architectures 6 Sep 2022 facebookresearch/vsait/models/iit.py 2140a69aa077ae18 unverified licence not identified · pointer only
PTSEFormer: Progressive Temporal-Spatial Enhanced TransFormer Towards Video Object Detection 6 Sep 2022 Hon-Wong/PTSEFormer/src/models/model_builder.py 008eda08de0fc359 unverified MIT (permissive)
Reflection and Rotation Symmetry Detection via Equivariant Learning 31 Mar 2022 ahyunSeo/EquiSym/modeling/module.py 0c33da5649aaadc7 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 8157861ceb8eb470 ran · our draft was wrong no licence file found · pointer only
Video Swin Transformer 24 Jun 2021 PaddlePaddle/PaddleVideo/paddlevideo/modeling/builder.py bd2c60c19da90ad9 unverified Apache-2.0 (permissive)
VS-Net: Voting with Segmentation for Visual Localization 23 May 2021 zju3dv/VS-Net/models/vs_net.py 5c2833e31e74538a unverified Apache-2.0 (permissive)
LoFTR: Detector-Free Local Feature Matching with Transformers 1 Apr 2021 kolkir/coarse_loftr_trt/loftr/loftr.py 7031281c61f439e7 unverified Apache-2.0 (permissive)
Learning Multi-Scene Absolute Pose Regression with Transformers 21 Mar 2021 yolish/c2f-ms-transformer/models/transposenet/C2FEMSTransPoseNet.py 238b8ce452598dbe unverified no licence file found · pointer only
Learning Long-term Visual Dynamics with Region Proposal Interaction Networks 5 Aug 2020 HaozhiQi/RPIN/rpin/models/rpcin.py 3763a600c2f4099c unverified no licence file found · pointer only
FFA-Net: Feature Fusion Attention Network for Single Image Dehazing 18 Nov 2019 bitcjm/PaddleVideo/paddlevideo/modeling/builder.py bd2c60c19da90ad9 unverified Apache-2.0 (permissive)
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization 15 Nov 2019 zwtu/YOWO-Paddle/paddlevideo/modeling/builder.py bd2c60c19da90ad9 unverified Apache-2.0 (permissive)
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation 7 Feb 2018 giovanniguidi/deeplabV3-PyTorch/models/deeplab.py d4f09015805919e2 unverified no licence file found · pointer only
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks 4 Jun 2015 object-detection-algorithm/RPN/py/rpn/models/detector/rpn_detector.py f582f4ac06db0801 unverified 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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