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identity_block

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

identity_block appears in the code Syntology harvested for 32 papers, as 29 distinct code bodies found in 37 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 identity_block 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 29 distinct code bodies named identity_block; 25 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
1ran
25unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 37 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

32 papers shown of 32, newest first; 37 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
Lowering the Barrier to IREX Participation: Open-Source Algorithms, Toolkit, and Benchmarking for Iris Recognition added by Syntology 2026-05 (from id) CVRL/PBM/mrcnn/model.py 28c3981539e97ab6 unverified BSD-2-Clause (permissive)
Car Damage Detection and Patch-to-Patch Self-supervised Image Alignment 11 Mar 2024 2000222/car-damage-detectionv0/mrcnn/model.py 28c3981539e97ab6 unverified no licence file found · pointer only
SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary Constraints 5 Dec 2023 ctrlovefly/df4lcz/utils.py 2ce069bd528094fd unverified MIT (permissive)
Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework 20 Dec 2022 lhaof/nuseg/pseudo_label/mrcnn/model.py 57632e420556fbb7 unverified MIT (permissive)
Benchmarking Representation Learning for Natural World Image Collections 30 Mar 2021 visipedia/newt/benchmark/tf_resnet.py 2c7bf74214627a61 unverified MIT (permissive)
Bridging the Visual Gap: Wide-Range Image Blending 28 Mar 2021 julia0607/Wide-Range-Image-Blending/models/Generator.py e1954add4809264d ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
Transporter Networks: Rearranging the Visual World for Robotic Manipulation 2020-10 (from id) google-research/ravens/ravens/models/resnet.py d1d40a2bd9b4ceac unverified Apache-2.0 (permissive)
3D Self-Supervised Methods for Medical Imaging 6 Jun 2020 HealthML/self-supervised-3d-tasks/self_supervised_3d_tasks/models/resnet2d.py fa73582eb102fe4d unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
TACO: Trash Annotations in Context for Litter Detection 16 Mar 2020 pedropro/TACO/detector/model.py b2617f9b70d02ce1 unverified MIT (permissive)
UnMask: Adversarial Detection and Defense Through Robust Feature Alignment 21 Feb 2020 safreita1/unmask/Mask_RCNN/mrcnn/model.py 28c3981539e97ab6 unverified MIT (permissive)
Estimating Training Data Influence by Tracing Gradient Descent 19 Feb 2020 frederick0329/TracIn/imagenet/resnet50/resnet.py bc5c578afb5bb8b6 unverified Apache-2.0 (permissive)
PointRend: Image Segmentation as Rendering 17 Dec 2019 ayoolaolafenwa/PixelLib/pixellib/instance/mask_rcnn.py 4ea5e920502e7ce7 unverified MIT (permissive)
DAmageNet: A Universal Adversarial Dataset 16 Dec 2019 XingLiangLondon/Image-Similarity-in-Percentage/resnet50.py 4679231cd26e9089 unverified MIT (permissive)
Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose Estimation 20 Aug 2019 kirumang/Pix2Pose/pix2pose_model/resnet50_mod.py 4709da86c7cc71fd unverified MIT (permissive)
Real-bogus classification for the Zwicky Transient Facility using deep learning 2019-07 (from id) dmitryduev/braai/braai/braai.py a2f7b9163dbf912a unverified MIT (permissive)
On the Connection Between Adversarial Robustness and Saliency Map Interpretability 10 May 2019 cetmann/robustness-interpretability/resnet50.py 764560d8341cc583 unverified MIT (permissive)
RetinaFace: Single-stage Dense Face Localisation in the Wild 2 May 2019 bubbliiiing/retinaface-keras/nets/resnet.py 70c345d8da346014 unverified MIT (permissive)
Automatic adaptation of object detectors to new domains using self-training 15 Apr 2019 Gabriel-Macias/robust_frcnn/keras_frcnn/resnet.py d3bdc6b05dbd86b1 unverified MIT (permissive)
Utterance-level Aggregation For Speaker Recognition In The Wild 26 Feb 2019 khassanoff/Speaker_Verification/speech_embedder_net.py ba8e52a6186dbe68 ran · fixture could not drive it BSD-3-Clause (permissive)
Fast-SCNN: Fast Semantic Segmentation Network 12 Feb 2019 dbaofd/solar-panels-detection/model_list/segnet_3.py f73ed37393ddb228 unverified MIT (permissive)
SketchyScene: Richly-Annotated Scene Sketches 7 Aug 2018 SketchyScene/SketchyScene/Instance_Segmentation/libs/model.py 572ccdbc1739d878 unverified MIT (permissive)
Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware 8 Jun 2018 ftramer/slalom/python/slalom/resnet.py 9dd7bc39a7aa04ea unverified MIT (permissive)
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning 26 Feb 2018 dluvizon/deephar/deephar/models/blocks.py 4310717bca3c3fee unverified MIT (permissive)
Mask R-CNN 20 Mar 2017 AKASH2907/bird-species-classification/mask_rcnn/mrcnn/model.py 28c3981539e97ab6 unverified MIT (permissive)
Mask R-CNN 20 Mar 2017 waspinator/deep-learning-explorer/mask-rcnn/libraries/mrcnn/model.py b2617f9b70d02ce1 unverified Apache-2.0 (permissive)
Mask R-CNN 20 Mar 2017 itsasimiqbal/SeBRe/model.py 572ccdbc1739d878 unverified MIT (permissive)
Prototypical Networks for Few-shot Learning 15 Mar 2017 DrMMZ/ProtoNet/model/ProtoNet.py f83f4ae2b6c3bc8d ran · fixture could not drive it MIT (permissive)
Face Aging With Conditional Generative Adversarial Networks 7 Feb 2017 Vishal-V/GSoC-TensorFlow-2019/mask_rcnn/model.py ebaf5ac773912a84 unverified Apache-2.0 (permissive)
COCO-Stuff: Thing and Stuff Classes in Context 12 Dec 2016 divyanshpuri02/COCO_2018-Stuff-Segmentation-Challenge/COCO_2018-Stuff-Segmentation-Challenge/keras_segmentation/models/resnet50.py 25234d91e4d3e193 unverified MIT (permissive)
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks 10 Dec 2016 Vishal-V/GSoC/mask_rcnn/model.py ebaf5ac773912a84 unverified Apache-2.0 (permissive)
Very Deep Convolutional Neural Networks for Raw Waveforms 1 Oct 2016 philipperemy/very-deep-convnets-raw-waveforms/model_resnet.py 6d04ede5be0e3d1b unverified Apache-2.0 (permissive)
Wide Residual Networks 23 May 2016 ewinata/CIFAR-10/wresnet20/cifar_10_wresnet20.py 69c6e5e6ad2b9fa0 unverified no licence file found · pointer only
Deep Residual Learning for Image Recognition 10 Dec 2015 manoranjan03/PaperImplementations/RelevantModelCIFAR.py c82c96931c325a16 ran · fixture could not drive it no licence file found · pointer only
Deep Residual Learning for Image Recognition 10 Dec 2015 c1ph3rr/Deep-Residual-Learning-for-Image-Recognition/Resnet50.py 09c9db80df591bd2 unverified no licence file found · pointer only
Deep Residual Learning for Image Recognition 10 Dec 2015 ewinata/CIFAR-10/resnet13/cifar_10_resnet13.py b21936bd31f8ee98 unverified no licence file found · pointer only
Deep Residual Learning for Image Recognition 10 Dec 2015 fchollet/deep-learning-models/resnet50.py 4679231cd26e9089 unverified MIT (permissive)
Two-Stream Convolutional Networks for Action Recognition in Videos 9 Jun 2014 woodfrog/ActionRecognition/models/resnet50.py 4679231cd26e9089 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