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reshape_transform

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

reshape_transform appears in the code Syntology harvested for 13 papers, as 8 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 9 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 reshape_transform 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 8 distinct code bodies named reshape_transform; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
3ran
4unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 13 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

13 papers shown of 13, newest first; 13 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
Taming foundation model with invariance-oriented pre-training for broad-spectrum EEG analysis across signal-level, brain-state, and brain-health tasks added by Syntology 2026-08 (from id) eeyhsong/EEG-Conformer/visualization/CAT.py 4ed0c3453d83c7cf ran fingerprinted GPL-3.0 (copyleft) · pointer only
Learning to Look: Cognitive Attention Alignment with Vision-Language Models added by Syntology 2025-09 (from id) ryanlyang/LearningToLook/code/WeCLIPPlus/WeCLIP_Plus/model_attn_aff_coco.py 5bd180a934a83565 ran · our draft was wrong no licence file found · pointer only
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation 17 Jun 2024 zbf1991/WeCLIP/WeCLIP+/WeCLIP_Plus/model_attn_aff_coco.py 5bd180a934a83565 ran · our draft was wrong no licence file found · pointer only
Typhoon Intensity Prediction with Vision Transformer 28 Nov 2023 chen-huanxin/Tint/utils/grad_cam_resnet.py 8120aae8b01d5c16 ran no licence file found · pointer only
Contrastive Transformer Learning with Proximity Data Generation for Text-Based Person Search 15 Nov 2023 hcplab-sysu/personsearch-ctlg/grad_cam_vis.py 574e71d15f0a0bc4 ran no licence file found · pointer only
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation Models 19 Oct 2023 zhaozhengchen/sam_wsss/sam_text_input_coco.py 5bd180a934a83565 ran · our draft was wrong MIT (permissive)
LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning 5 Jun 2023 HarryLui98/DMPEL/libero/lifelong/models/bc_foundation_dmpel_policy.py 002c05cdb4cfb345 unverified MIT (permissive)
CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation 16 Dec 2022 linyq2117/clip-es/generate_cams_voc12.py 5bd180a934a83565 ran · our draft was wrong MIT (permissive)
On the Versatile Uses of Partial Distance Correlation in Deep Learning 20 Jul 2022 zhenxingjian/partial_distance_correlation/Partial_Distance_Correlation/main_CAM.py 2af53fce5490aa77 unverified MIT (permissive)
Sparsity Winning Twice: Better Robust Generalization from More Efficient Training 20 Feb 2022 vita-group/sparsity-win-robust-generalization/grad_carm.py c10449a1b159ff70 unverified MIT (permissive)
arXiv:ijcai2023_0504 Markin-Wang/CLEViT/extract_features.py dc43fbe761e75812 unverified MIT recorded; this copy not marked cleared · pointer only
arXiv:aaai_28139 linyq2117/TagCLIP/CLIP-ES/generate_cams_coco.py 5bd180a934a83565 ran · our draft was wrong MIT (permissive)
arXiv:Lin_CLIP_Is_Also_an_Efficient_Segmenter_A_Text-Driven_Approach_for_CVPR_2023_paper linyq2117/CLIP-ES/generate_cams_coco14.py 5bd180a934a83565 ran · our draft was wrong 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