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always

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

always appears in the code Syntology harvested for 65 papers, as 6 distinct code bodies found in 65 places (a place is one code body under one paper). At least one of them ran in 62 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 always 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 4 of the 6 distinct code bodies named always; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 21 of the 65 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

65 papers shown of 65, newest first; 65 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
AI for Cultural Heritage Textiles: Fine-Tuned Latent Diffusion for Novel Ulos Motif Synthesis added by Syntology 2026-07 (from id) CompVis/latent-diffusion/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
SPACE: Your Genomic Profile Predictor is a Powerful DNA Foundation Model 2 Jun 2025 zhujiwei111/space/model/modeling_enformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
Diffusion Models without Classifier-free Guidance 17 Feb 2025 lucidrains/classifier-free-guidance-pytorch/classifier_free_guidance_pytorch/typing.py 360032808d3d3b2a unverified MIT (permissive)
MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models 16 Dec 2024 cantbebetter2/mpq-dm/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models 15 Dec 2024 Snowfallingplum/SHMT/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural Annotations 11 Dec 2024 yangling0818/sgdiff/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
StereoCrafter-Zero: Zero-Shot Stereo Video Generation with Noisy Restart 21 Nov 2024 shijianjian/stereocrafter-zero/lvdm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
MureObjectStitch: Multi-reference Image Composition 12 Nov 2024 bcmi/mureobjectstitch-image-composition/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation 23 Oct 2024 chenliu-svg/ddl-cxr/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong Apache-2.0 (permissive)
FlashAudio: Rectified Flows for Fast and High-Fidelity Text-to-Audio Generation 16 Oct 2024 Text-to-Audio/AudioLCM/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions 23 Sep 2024 afeng-x/pixwizard/models/clip/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
Improving Text-guided Object Inpainting with Semantic Pre-inpainting 12 Sep 2024 nnn-s/catdiffusion/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
PID: Physics-Informed Diffusion Model for Infrared Image Generation 12 Jul 2024 fangyuanmao/pid/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process 26 Jun 2024 lin-tianyu/stable-diffusion-seg/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
JIGMARK: A Black-Box Approach for Enhancing Image Watermarks against Diffusion Model Edits 6 Jun 2024 pmzzs/JigMark/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
Tactile-Augmented Radiance Fields 7 May 2024 dou-yiming/tarf/img2touch/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
VSTAR: Generative Temporal Nursing for Longer Dynamic Video Synthesis 20 Mar 2024 boschresearch/VSTAR/lvdm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong AGPL-3.0 (copyleft) · pointer only
DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations 11 Mar 2024 bytedance/deadiff/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong Apache-2.0 (permissive)
pix2gestalt: Amodal Segmentation by Synthesizing Wholes 25 Jan 2024 cvlab-columbia/pix2gestalt/pix2gestalt/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs 22 Jan 2024 CompVis/stable-diffusion/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
Self-Rewarding Language Models 18 Jan 2024 lucidrains/self-rewarding-lm-pytorch/self_rewarding_lm_pytorch/mocks.py 291c6f7cd3e538f1 unverified MIT (permissive)
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models 17 Jan 2024 ailab-cvc/videocrafter/lvdm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse Views 28 Dec 2023 chinhsuanwu/ifusion/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
The Lottery Ticket Hypothesis in Denoising: Towards Semantic-Driven Initialization 13 Dec 2023 UT-Mao/Initial-Noise-Construction/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
Free3D: Consistent Novel View Synthesis without 3D Representation 7 Dec 2023 lyndonzheng/Free3D/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
StyleCrafter: Enhancing Stylized Text-to-Video Generation with Style Adapter 1 Dec 2023 GongyeLiu/StyleCrafter/lvdm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong Apache-2.0 (permissive)
CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model 30 Nov 2023 zengjianhao/cat-dm/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers 27 Nov 2023 MarcusLoppe/meshgpt-pytorch/meshgpt_pytorch/typing.py 360032808d3d3b2a unverified MIT (permissive)
Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging Study 1 Nov 2023 jongdory/aldm/LDM/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong Apache-2.0 (permissive)
Toward effective protection against diffusion based mimicry through score distillation 2 Oct 2023 xavihart/Diff-Protect/code/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors 18 Oct 2023 Doubiiu/DynamiCrafter/lvdm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong Apache-2.0 (permissive)
Uni-paint: A Unified Framework for Multimodal Image Inpainting with Pretrained Diffusion Model 11 Oct 2023 ysy31415/unipaint/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong Apache-2.0 (permissive)
EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models 5 Oct 2023 ThisisBillhe/EfficientDM/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
PathLDM: Text conditioned Latent Diffusion Model for Histopathology 1 Sep 2023 cvlab-stonybrook/pathldm/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
MatFuse: Controllable Material Generation with Diffusion Models 22 Aug 2023 giuvecchio/matfuse-sd/src/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
ControlCom: Controllable Image Composition using Diffusion Model 19 Aug 2023 bcmi/controlcom-image-composition/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
AltDiffusion: A Multilingual Text-to-Image Diffusion Model 19 Aug 2023 superhero-7/altdiffuson/src/lm/x_transformer.py fe5dd5258046898c ran · our draft was wrong no licence file found · pointer only
Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow 11 Aug 2023 bcmi/DCI-VTON-Virtual-Try-On/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
AdvDiff: Generating Unrestricted Adversarial Examples using Diffusion Models 24 Jul 2023 EricDai0/advdiff/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
Identity-Preserving Aging of Face Images via Latent Diffusion Models 17 Jul 2023 sudban3089/ID-Preserving-Facial-Aging/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution 12 Jul 2023 lucidrains/vit-pytorch/vit_pytorch/na_vit.py 0d6a8b66934a18c5 ran · our draft was wrong MIT (permissive)
One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization 29 Jun 2023 One-2-3-45/One-2-3-45/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong Apache-2.0 (permissive)
Designing a Better Asymmetric VQGAN for StableDiffusion 7 Jun 2023 buxiangzhiren/asymmetric_vqgan/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
ViCo: Plug-and-play Visual Condition for Personalized Text-to-image Generation 1 Jun 2023 haoosz/vico/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models 25 May 2023 zyxElsa/ProSpect/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong Apache-2.0 (permissive)
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models 18 Apr 2023 XavierXiao/Dreambooth-Stable-Diffusion/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
Inst-Inpaint: Instructing to Remove Objects with Diffusion Models 6 Apr 2023 abyildirim/inst-inpaint/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
A Closer Look at Parameter-Efficient Tuning in Diffusion Models 31 Mar 2023 Xiang-cd/unet-finetune/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
Zero-1-to-3: Zero-shot One Image to 3D Object 20 Mar 2023 cvlab-columbia/zero123/zero123/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
Ensemble flow reconstruction in the atmospheric boundary layer from spatially limited measurements through latent diffusion models 1 Mar 2023 rybchuk/latent-diffusion-3d-atmospheric-boundary-layer/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
SINE: SINgle Image Editing with Text-to-Image Diffusion Models 8 Dec 2022 zhang-zx/sine/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
InstructPix2Pix: Learning to Follow Image Editing Instructions 17 Nov 2022 xuduo35/InstructPix2Pix/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
High-Resolution Image Editing via Multi-Stage Blended Diffusion 24 Oct 2022 pfnet-research/multi-stage-blended-diffusion/multi-scale-blended-diffusion/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
AudioLM: a Language Modeling Approach to Audio Generation 7 Sep 2022 identical code first harvested elsewhere fe5dd5258046898c ran · our draft was wrong licence of this copy not recorded
Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis 29 Aug 2022 davidhalladay/frido/frido/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
Blended Latent Diffusion 6 Jun 2022 omriav/blended-latent-diffusion/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
VALHALLA: Visual Hallucination for Machine Translation 31 May 2022 jerryyli/valhalla-nmt/models/hallucinate/dalle.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
SoundStream: An End-to-End Neural Audio Codec 7 Jul 2021 identical code first harvested elsewhere fe5dd5258046898c ran · our draft was wrong licence of this copy not recorded
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference 2 Apr 2021 ahmedelmahy/myownvit/vit_pytorch/levit.py 47332d86fb8b809f ran · our draft was wrong MIT (permissive)
Zero-Shot Text-to-Image Generation 24 Feb 2021 jam-ing/DALLE-pytorch/dalle_pytorch/dalle_pytorch.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention 29 Jun 2020 identical code first harvested elsewhere dd3db53ae7ad1c85 ran · our draft was wrong licence of this copy not recorded
GLU Variants Improve Transformer 12 Feb 2020 identical code first harvested elsewhere dd3db53ae7ad1c85 ran · our draft was wrong licence of this copy not recorded
Efficient Attention: Attention with Linear Complexities 4 Dec 2018 lucidrains/linear-attention-transformer/linear_attention_transformer/linear_attention_transformer.py dd3db53ae7ad1c85 ran · our draft was wrong MIT (permissive)
arXiv:aaai_28503 yuhongwei22/MFA/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong MIT (permissive)
arXiv:Jiang_Diffuse3D_Wide-Angle_3D_Photography_via_Bilateral_Diffusion_ICCV_2023_paper yutaojiang1/Diffuse3D/BilateralDiffusion/ldm/modules/x_transformer.py fe5dd5258046898c ran · our draft was wrong 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".

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