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chunk

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

chunk appears in the code Syntology harvested for 52 papers, as 11 distinct code bodies found in 52 places (a place is one code body under one paper). At least one of them ran in 48 of the papers; 3 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 chunk 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 7 of the 11 distinct code bodies named chunk; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
4ran
4unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 35 of the 52 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

52 papers shown of 52, newest first; 52 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; 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
Enhanced Diffusion Sampling via Extrapolation with Multiple ODE Solutions 2 Apr 2025 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models 15 Dec 2024 Snowfallingplum/SHMT/makeup_inference_model2.py 8241c0562bc710fd ran · our draft was wrong no licence file found · pointer only
Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation 21 Oct 2024 tuananhbui89/Erasing-Adversarial-Preservation/generate_images_ldm.py 8241c0562bc710fd ran · our draft was wrong no licence file found · pointer only
Gradient-based Jailbreak Images for Multimodal Fusion Models 4 Oct 2024 facebookresearch/multimodal-fusion-jailbreaks/src/fusion_jailbreaks/utils.py 2230390d89a3e149 ran fingerprinted licence not identified · pointer only
LaWa: Using Latent Space for In-Generation Image Watermarking 11 Aug 2024 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
Temporal Feature Matters: A Framework for Diffusion Model Quantization 28 Jul 2024 modeltc/tfmq-dm/txt2img.py 8241c0562bc710fd ran · our draft was wrong Apache-2.0 (permissive)
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering 19 Jul 2024 awslabs/rag-qa-arena/code/utils.py 5ecb780bdf037ba8 ran Apache-2.0 (permissive)
FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization 4 Jul 2024 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
FLAME Diffuser: Wildfire Image Synthesis using Mask Guided Diffusion 6 Mar 2024 AIS-Clemson/FLAME_SD/Flame_diffuser_binary_mask.py 8241c0562bc710fd ran · our draft was wrong no licence file found · pointer only
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models 19 Feb 2024 nupurkmr9/concept-ablation/compvis/sample.py 8241c0562bc710fd ran · our draft was wrong MIT (permissive)
QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning 6 Feb 2024 hatchetProject/QuEST/txt2img.py 8241c0562bc710fd ran · our draft was wrong no licence file found · pointer only
Scissorhands: Scrub Data Influence via Connection Sensitivity in Networks 11 Jan 2024 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
Diffusion Models With Learned Adaptive Noise 20 Dec 2023 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation 4 Dec 2023 damaggu/tadp/TADP/tadp_seg.py 8241c0562bc710fd ran · our draft was wrong Apache-2.0 (permissive)
Motion-Guided Latent Diffusion for Temporally Consistent Real-world Video Super-resolution 1 Dec 2023 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
InstructCoder: Instruction Tuning Large Language Models for Code Editing 31 Oct 2023 qishenghu/CodeInstruct/src/request_helper.py 18f3d41c3a3ca45f ran fingerprinted MIT (permissive)
Image Super-resolution Via Latent Diffusion: A Sampling-space Mixture Of Experts And Frequency-augmented Decoder Approach 18 Oct 2023 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts 16 Oct 2023 hananshafi/llmblueprint/composition_module/my_paint_by_example.py 8241c0562bc710fd ran · our draft was wrong no licence file found · pointer only
Dream the Impossible: Outlier Imagination with Diffusion Models 23 Sep 2023 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
ITI-GEN: Inclusive Text-to-Image Generation 11 Sep 2023 humansensinglab/ITI-GEN/generation.py 8241c0562bc710fd ran · our draft was wrong no licence file found · pointer only
Giraffe: Adventures in Expanding Context Lengths in LLMs 21 Aug 2023 abacusai/long-context/python/train/finetune_context.py 0e92b47ad30b6534 ran Apache-2.0 (permissive)
Frequency Compensated Diffusion Model for Real-scene Dehazing 21 Aug 2023 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
ControlCom: Controllable Image Composition using Diffusion Model 19 Aug 2023 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
Exact Diffusion Inversion via Bi-directional Integration Approximation 10 Jul 2023 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
Identity-Preserving Aging of Face Images via Latent Diffusion Models 17 Jul 2023 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models 2 Jul 2023 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models 7 Jun 2023 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
Designing a Better Asymmetric VQGAN for StableDiffusion 7 Jun 2023 buxiangzhiren/asymmetric_vqgan/txt2img.py 8241c0562bc710fd ran · our draft was wrong MIT (permissive)
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models 18 Apr 2023 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
A Closer Look at Parameter-Efficient Tuning in Diffusion Models 31 Mar 2023 Xiang-cd/unet-finetune/sample.py 8241c0562bc710fd ran · our draft was wrong MIT (permissive)
Ablating Concepts in Text-to-Image Diffusion Models 23 Mar 2023 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
A Recipe for Watermarking Diffusion Models 17 Mar 2023 yunqing-me/watermarkdm/sd_watermark/stable_txt2img.py 8241c0562bc710fd ran · our draft was wrong MIT (permissive)
Universal Guidance for Diffusion Models 14 Feb 2023 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
Muse: Text-To-Image Generation via Masked Generative Transformers 2 Jan 2023 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
ObjectStitch: Generative Object Compositing 2 Dec 2022 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
Paint by Example: Exemplar-based Image Editing with Diffusion Models 23 Nov 2022 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
InstructPix2Pix: Learning to Follow Image Editing Instructions 17 Nov 2022 xuduo35/InstructPix2Pix/stable_txt2img.py 8241c0562bc710fd ran · our draft was wrong MIT (permissive)
UniTune: Text-Driven Image Editing by Fine Tuning a Diffusion Model on a Single Image 17 Oct 2022 xuduo35/UniTune/gr_stable_txt2img.py 8241c0562bc710fd ran · our draft was wrong MIT (permissive)
ImaginaryNet: Learning Object Detectors without Real Images and Annotations 13 Oct 2022 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
ContraCLM: Contrastive Learning For Causal Language Model 3 Oct 2022 amazon-science/contraclm/preprocess/preprocess_bq.py 290fcdb620dd0473 unverified Apache-2.0 (permissive)
Personalizing Text-to-Image Generation via Aesthetic Gradients 25 Sep 2022 vicgalle/stable-diffusion-aesthetic-gradients/scripts/txt2img.py 8241c0562bc710fd ran · our draft was wrong licence not identified · pointer only
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation 25 Aug 2022 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
Manu: A Cloud Native Vector Database Management System 2022-06 (from id) milvus-io/milvus/internal/core/build-support/lintutils.py 30851f17e68cade0 unverified Apache-2.0 (permissive)
Semi-Parametric Neural Image Synthesis 25 Apr 2022 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
High-Resolution Image Synthesis with Latent Diffusion Models 20 Dec 2021 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
Making Images Real Again: A Comprehensive Survey on Deep Image Composition 28 Jun 2021 identical code first harvested elsewhere 8241c0562bc710fd ran · our draft was wrong licence of this copy not recorded
LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech 2019-04 (from id) skakouros/bert-prosody/convert_dataset.py f50aeb5281088ff3 unverified MIT (permissive)
Breaking the Activation Function Bottleneck through Adaptive Parameterization 22 May 2018 flennerhag/alstm/alstm/utils.py 9b1460555de721f1 unverified BSD-3-Clause (permissive)
Unsupervised Machine Translation Using Monolingual Corpora Only 31 Oct 2017 barnerwothers/MUSE/src/alignment_functions.py 40cdf0f2f7b382ee ran · our draft was wrong fingerprinted licence not identified · pointer only
Word Translation Without Parallel Data 11 Oct 2017 identical code first harvested elsewhere 40cdf0f2f7b382ee ran · our draft was wrong fingerprinted licence of this copy not recorded
Deep Complex Networks 27 May 2017 ispamm/htorch/htorch/quaternion.py d45ce81b9e40c437 ran · honoured contract MIT (permissive)
arXiv:Huang_TFMQ-DM_Temporal_Feature_Maintenance_Quantization_for_Diffusion_Models_CVPR_2024_paper ModelTC/TFMQ-DM/txt2img.py 8241c0562bc710fd ran · our draft was wrong Apache-2.0 (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