chunk
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:
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.
| Paper | Date | File | Status Syntology | Licence |
|---|---|---|---|---|
| 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