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CALayer

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

CALayer appears in the code Syntology harvested for 11 papers, as 12 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 11 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 CALayer 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 12 of the 12 distinct code bodies named CALayer; 0 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
11ran
0unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 12 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

11 papers shown of 11, newest first; 12 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. 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
Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining 24 Mar 2025 GuangluDong0728/CSUD-Unsupervised-Deraining-CVPR2025/basicsr/archs/unsupervised_arch.py 0802c53335f5c2fc ran · metamorphic tier: deterministic no licence file found · pointer only
Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration 31 May 2024 MungoMeng/Registration-CorrMLP/CorrMLP/networks.py 1338567f626e4e9b ran · metamorphic tier: deterministic GPL-3.0 (copyleft) · pointer only
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration 5 May 2024 xl-tang3/RCOT/Net.py d487b4aabe9c084e ran · metamorphic tier: deterministic no licence file found · pointer only
Region-Aware Exposure Consistency Network for Mixed Exposure Correction 28 Feb 2024 kravrolens/RECNet/models/archs/EnhanceN_arch.py 4b9ee0fe03ff2466 ran · metamorphic tier: invariant MIT (permissive)
Empowering Low-Light Image Enhancer through Customized Learnable Priors 5 Sep 2023 zheng980629/CUE/basicsr/archs/LearnablePriorsCondUNetFreReflRestore_arch.py 7ecf52b7a2d5bf5d ran · metamorphic tier: invariant no licence file found · pointer only
Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks 27 Aug 2023 Ephemeral182/UDR-S2Former_deraining/UDR_S2Former.py 0c94ca3829ffbf2a ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Curricular Contrastive Regularization for Physics-aware Single Image Dehazing 24 Mar 2023 YuZheng9/C2PNet/models/C2PNet.py fdd0d1d8343f1f5f ran no licence file found · pointer only
Efficient Video Deblurring Guided by Motion Magnitude 27 Jul 2022 sollynoay/MMP-RNN/MMP-RNN/model/MMPRNN.py 97e8836b4b2a9a4c ran MIT (permissive)
Neural Data-Dependent Transform for Learned Image Compression 9 Mar 2022 dezhao-wang/neural-syntax-code/model/net.py d39eb12b1ecc9aa1 ran · metamorphic tier: invariant no licence file found · pointer only
MAXIM: Multi-Axis MLP for Image Processing 9 Jan 2022 google-research/maxim/maxim/models/maxim.py 19b896e6c80f7746 ran Apache-2.0 (permissive)
MAXIM: Multi-Axis MLP for Image Processing 9 Jan 2022 sayakpaul/maxim-tf/maxim/maxim.py 324d6a11c6374570 ran · our draft was wrong Apache-2.0 (permissive)
Unfolding the Alternating Optimization for Blind Super Resolution 6 Oct 2020 greatlog/DAN/codes/config/DANv1/models/modules/dan_arch.py 211cfa83da183f39 ran · metamorphic tier: deterministic 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