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dict2namespace

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

dict2namespace appears in the code Syntology harvested for 31 papers, as 4 distinct code bodies found in 31 places (a place is one code body under one paper). At least one of them ran in 29 of the papers; 0 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 dict2namespace 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 3 of the 4 distinct code bodies named dict2namespace; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 19 of the 31 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

31 papers shown of 31, newest first; 31 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; 2 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
A Stability Benchmark of Generative Regularizers for Inverse Problems added by Syntology 2026-05 (from id) alexdenker/GenRegBench/diffusers_train.py bd1f17e427bf51a5 ran · our draft was wrong no licence file found · pointer only
Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization 18 Jun 2025 weizhigao/modiff/scripts/sample_diffusion_ddim.py 584a23812bb846a3 ran · our draft was wrong no licence file found · pointer only
Non-stationary Diffusion For Probabilistic Time Series Forecasting 7 May 2025 identical code first harvested elsewhere bd1f17e427bf51a5 ran · our draft was wrong licence of this copy not recorded
Tensor-Var: Variational Data Assimilation in Tensor Product Feature Space 23 Jan 2025 yyimingucl/TensorVar/utils.py bd1f17e427bf51a5 ran · our draft was wrong MIT (permissive)
BiDM: Pushing the Limit of Quantization for Diffusion Models 8 Dec 2024 xingyu-zheng/bidm/bidm-cifar/main_bidm.py bd1f17e427bf51a5 ran · our draft was wrong no licence file found · pointer only
Offline Behavior Distillation 30 Oct 2024 leaveslei/obd/obd_bptt.py bd1f17e427bf51a5 ran · our draft was wrong no licence file found · pointer only
Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness 16 Aug 2024 hfmei/idc/IDC-BPDA/utils.py bd1f17e427bf51a5 ran · our draft was wrong no licence file found · pointer only
Temporal Feature Matters: A Framework for Diffusion Model Quantization 28 Jul 2024 modeltc/tfmq-dm/sample_diffusion_ddim.py bd1f17e427bf51a5 ran · our draft was wrong Apache-2.0 (permissive)
Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal 24 Jul 2024 jinyeying/raindropclarity/eval_diffusion_day_atgan.py bd1f17e427bf51a5 ran · our draft was wrong MIT (permissive)
LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models 12 Jul 2024 jianghaiscu/lightendiffusion/evaluate.py bd1f17e427bf51a5 ran · our draft was wrong no licence file found · pointer only
ECLIPSE: Expunging Clean-label Indiscriminate Poisons via Sparse Diffusion Purification 21 Jun 2024 cgcl-codes/eclipse/utils.py bd1f17e427bf51a5 ran · our draft was wrong MIT (permissive)
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging 18 Jun 2024 snu-mllab/LayerMerge/Diff-Pruning/exp_code/finetune.py bd1f17e427bf51a5 ran · our draft was wrong MIT (permissive)
Deciphering Oracle Bone Language with Diffusion Models 2 Jun 2024 guanhaisu/OBSD/OBS_Diffusion/eval_diffusion.py bd1f17e427bf51a5 ran · our draft was wrong no licence file found · pointer only
Deep Data Consistency: a Fast and Robust Diffusion Model-based Solver for Inverse Problems 17 May 2024 hanyu-chen373/deepdataconsistency/guided_diffusion/load_freeze_model.py bd1f17e427bf51a5 ran · our draft was wrong MIT (permissive)
CFMW: Cross-modality Fusion Mamba for Multispectral Object Detection under Adverse Weather Conditions 25 Apr 2024 lhy-zjut/cfmw/PADM/eval_diffusion.py bd1f17e427bf51a5 ran · our draft was wrong AGPL-3.0 (copyleft) · pointer only
EDA-DM: Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models 9 Jan 2024 BienLuky/EDA-DM/scripts/sample_diffusion_ddim.py be0212fed3ba7317 ran · our draft was wrong no licence file found · pointer only
Optimal Transport-Guided Conditional Score-Based Diffusion Models 2 Nov 2023 XJTU-XGU/OTCS/main_ddpm.py bd1f17e427bf51a5 ran · our draft was wrong no licence file found · pointer only
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification 27 Oct 2023 kangmintong/DiffAttack/DiffAttack_Score_Based/utils.py bd1f17e427bf51a5 ran · our draft was wrong no licence file found · pointer only
Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Medical Image Reconstruction 28 Aug 2023 identical code first harvested elsewhere bd1f17e427bf51a5 ran · our draft was wrong licence of this copy not recorded
Low-Light Image Enhancement with Wavelet-based Diffusion Models 1 Jun 2023 JianghaiSCU/Diffusion-Low-Light/evaluate.py bd1f17e427bf51a5 ran · our draft was wrong MIT (permissive)
Structural Pruning for Diffusion Models 18 May 2023 identical code first harvested elsewhere bd1f17e427bf51a5 ran · our draft was wrong licence of this copy not recorded
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples 16 May 2023 jiangw-0/le_jcdp/main_Un.py bd1f17e427bf51a5 ran · our draft was wrong no licence file found · pointer only
DiffPose: Toward More Reliable 3D Pose Estimation 30 Nov 2022 GONGJIA0208/Diffpose/main_diffpose_frame.py bd1f17e427bf51a5 ran · our draft was wrong MIT (permissive)
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models 29 Jul 2022 igitugraz/weatherdiffusion/eval_diffusion.py bd1f17e427bf51a5 ran · our draft was wrong MIT (permissive)
BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models 16 May 2022 egshkim/ConditionalBBDM-for-VHR-SAR-to-Optical/utils.py ed80de5f9e0f83b2 unverified MIT (permissive)
Evaluating the Adversarial Robustness of Adaptive Test-time Defenses 28 Feb 2022 identical code first harvested elsewhere bd1f17e427bf51a5 ran · our draft was wrong licence of this copy not recorded
ICE-BeeM: Identifiable Conditional Energy-Based Deep Models Based on Nonlinear ICA 26 Feb 2020 identical code first harvested elsewhere bd1f17e427bf51a5 ran · our draft was wrong licence of this copy not recorded
Flow Contrastive Estimation of Energy-Based Models 2 Dec 2019 identical code first harvested elsewhere bd1f17e427bf51a5 ran · our draft was wrong licence of this copy not recorded
Variational Autoencoders and Nonlinear ICA: A Unifying Framework 10 Jul 2019 identical code first harvested elsewhere bd1f17e427bf51a5 ran · our draft was wrong licence of this copy not recorded
arXiv:Huang_TFMQ-DM_Temporal_Feature_Maintenance_Quantization_for_Diffusion_Models_CVPR_2024_paper ModelTC/TFMQ-DM/sample_diffusion_ddim.py bd1f17e427bf51a5 ran · our draft was wrong Apache-2.0 (permissive)
arXiv:04326 DongGeun-Yoon/DGDM/utils.py ed80de5f9e0f83b2 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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