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dct

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

dct appears in the code Syntology harvested for 24 papers, as 18 distinct code bodies found in 24 places (a place is one code body under one paper). At least one of them ran in 13 of the papers; 10 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 dct 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 10 of the 18 distinct code bodies named dct; 8 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
1ran · fixture could not drive it
4ran
8unverified
10fingerprinted

Licence is a property of each copy, so it is counted per place: 9 of the 24 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

24 papers shown of 24, newest first; 24 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 4 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
HyFAD: Hybrid Time-Frequency Diffusion with Frequency-Aware Embedding for Time Series Imputation added by Syntology 2026-06 (from id) hongfangao/HyFAD/diff_models_adaptive.py f22a301d97aa2c3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Breaking the Scale Barrier: One-Shot Knowledge Transfer via Frequency Transform added by Syntology 2026-03 (from id) LUcy0505/FRONT/front_init_deit.py 80f0f931a054d120 ran · honoured contract fingerprinted no licence file found · pointer only
Measurement-Consistent Langevin Corrector for Stabilizing Latent Diffusion Inverse Problem Solvers added by Syntology 2026-01 (from id) FlowDPS-Inverse/FlowDPS/functions/jpeg.py b15209709fb2b21d unverified no licence file found · pointer only
One Stone with Two Birds: A Null-Text-Null Frequency-Aware Diffusion Models for Text-Guided Image Inpainting added by Syntology 2025-10 (from id) htyjers/NTN-Diff/ntn/ntn_sampler.py 0830f5f189e4696e ran · our draft was wrong fingerprinted no licence file found · pointer only
HopaDIFF: Holistic-Partial Aware Fourier Conditioned Diffusion for Referring Human Action Segmentation in Multi-Person Scenarios 11 Jun 2025 KPeng9510/HopaDIFF/model.py 41779186b8f0dcc8 unverified MIT (permissive)
Backdoor Attacks against No-Reference Image Quality Assessment Models via a Scalable Trigger 10 Dec 2024 yuyi-sd/baiqa/network.py a480f97ef83e404c ran · fixture could not drive it fingerprinted no licence file found · pointer only
Dissecting Adversarial Robustness of Multimodal LM Agents 18 Jun 2024 chenwu98/agent-attack/agent_attack/attacks/clip_attack.py 4c3d07280a79397a ran · our draft was wrong fingerprinted MIT (permissive)
Enhancing Adversarial Transferability via Information Bottleneck Constraints 8 Jun 2024 biqing-qi/enhancing-adversarial-transferability-via-information-bottleneck-constraints/dct.py 5f76284c2f8a41bd ran fingerprinted no licence file found · pointer only
Marrying Causal Representation Learning with Dynamical Systems for Science 22 May 2024 CausalLearningAI/crl-dynamical-systems/marrying/src/utils/dct.py 94be9d287d02d429 ran fingerprinted MIT (permissive)
Inf-DiT: Upsampling Any-Resolution Image with Memory-Efficient Diffusion Transformer 7 May 2024 thudm/inf-dit/dit/torch_dct.py 6060d8e21163df8b ran fingerprinted Apache-2.0 (permissive)
Practical Region-level Attack against Segment Anything Models 12 Apr 2024 ShenYifanS/S-RA_T-RA/SSAscripts/ssa.py 4c3d07280a79397a ran · our draft was wrong fingerprinted no licence file found · pointer only
Building Bridges across Spatial and Temporal Resolutions: Reference-Based Super-Resolution via Change Priors and Conditional Diffusion Model 26 Mar 2024 dongrunmin/RefDiff/torch_utils/torch_dct.py b15209709fb2b21d unverified no licence file found · pointer only
Relay Diffusion: Unifying diffusion process across resolutions for image synthesis 4 Sep 2023 THUDM/RelayDiffusion/blurring.py a480f97ef83e404c ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Learning to Distill Global Representation for Sparse-View CT 16 Aug 2023 longzilicart/GloReDi/src/Basic_Freq_Module/torch_dct.py 2722de6c59374643 unverified MIT (permissive)
Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods 13 Aug 2023 averyma/opt-robust/src/utils_freq.py f0531ec5d46051d8 ran fingerprinted no licence file found · pointer only
Rethinking the Backward Propagation for Adversarial Transferability 22 Jun 2023 Trustworthy-AI-Group/RPA/dct.py 29cfe60b8aa41fee unverified MIT (permissive)
Training-free Neural Architecture Search for RNNs and Transformers 1 Jun 2023 aaronserianni/training-free-nas/modeling_electra.py 0e1b2cabd3823f3f unverified Apache-2.0 (permissive)
PatchDCT: Patch Refinement for High Quality Instance Segmentation 6 Feb 2023 olivia-w12/patchdct/projects/PatchDCT/patchdct/mask_encoding.py baf95d0e64c9b78d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
JPEG Artifact Correction using Denoising Diffusion Restoration Models 23 Sep 2022 bahjat-kawar/ddrm-jpeg/functions/denoising.py a480f97ef83e404c ran · fixture could not drive it fingerprinted MIT (permissive)
Generative Modelling With Inverse Heat Dissipation 21 Jun 2022 aaltoml/generative-inverse-heat-dissipation/model_code/torch_dct.py b15209709fb2b21d unverified MIT (permissive)
Few-Bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction 1 Feb 2022 SkoltechAI/fewbit/fewbit/fft.py 0984394a69efa89b unverified BSD-3-Clause (permissive)
When Deep Classifiers Agree: Analyzing Correlations between Learning Order and Image Statistics 19 May 2021 ccc-frankfurt/intrinsic_ordering_nn_training/lib/helpers/dct.py 2722de6c59374643 unverified MIT (permissive)
Language Through a Prism: A Spectral Approach for Multiscale Language Representations 9 Nov 2020 zh217/torch-dct/torch_dct/_dct.py 39394813950ed362 unverified MIT (permissive)
arXiv:aaai_28019 VinAIResearch/COMBAT/train_generator_wanet.py 66c24890aa1cf477 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".

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