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extract_patches

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

extract_patches appears in the code Syntology harvested for 34 papers, as 15 distinct code bodies found in 35 places (a place is one code body under one paper). At least one of them ran in 30 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 extract_patches 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 15 distinct code bodies named extract_patches; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
6ran · fixture could not drive it
3ran
5unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 10 of the 35 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

34 papers shown of 34, newest first; 35 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 5 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
Restoring Without Forgetting: Continual Learning Across Image Degradations added by Syntology 2026-08 (from id) AlifAshrafee/Restoring-Without-Forgetting/restormer/Motion_Deblurring/generate_patches_degradations.py 4ddda92558c55c31 ran no licence file found · pointer only
UHR-BAT: Budget-Aware Token Compression Vision-Language model for Ultra-High-Resolution Remote Sensing added by Syntology 2026-04 (from id) Yunkaidang/UHR/with-SAM/longva/longva/mm_utils.py b0a851cae92754ff ran · fixture could not drive it Apache-2.0 (permissive)
VidLaDA: Bidirectional Diffusion Large Language Models for Efficient Video Understanding added by Syntology 2026-01 (from id) ziHoHe/VidLaDA/train/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it Apache-2.0 (permissive)
XRefine: Attention-Guided Keypoint Match Refinement added by Syntology 2026-01 (from id) boschresearch/xrefine/model.py 6c29c5eb23e27131 ran · fixture could not drive it fingerprinted AGPL-3.0 (copyleft) · pointer only
Cross-Layer Injection for Deep Vision-Language Fusion added by Syntology 2026-01 (from id) codefuse-ai/CLI/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it Apache-2.0 (permissive)
LLaVA-Scissor: Token Compression with Semantic Connected Components for Video LLMs 27 Jun 2025 HumanMLLM/LLaVA-Scissor/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it no licence file found · pointer only
Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors 30 May 2025 LaVi-Lab/Video-3D-LLM/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it Apache-2.0 (permissive)
LaViDa: A Large Diffusion Language Model for Multimodal Understanding 22 May 2025 jacklishufan/lavida/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it Apache-2.0 (permissive)
VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation 20 May 2025 opengvlab/videochat-flash/llava-train_videochat/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it MIT (permissive)
SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL 15 Apr 2025 wdrink/simplear/simpar/mm_utils.py b0a851cae92754ff ran · fixture could not drive it MIT (permissive)
OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model 30 Mar 2025 DriveVLA/OpenDriveVLA/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it Apache-2.0 (permissive)
Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing 13 Mar 2025 1999Lyd/KVTP/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it MIT (permissive)
LLaVA-UHD v2: an MLLM Integrating High-Resolution Feature Pyramid via Hierarchical Window Transformer 18 Dec 2024 thunlp/llava-uhd/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it Apache-2.0 (permissive)
Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition 12 Dec 2024 dvlab-research/Lyra/lyra/mm_utils.py b0a851cae92754ff ran · fixture could not drive it Apache-2.0 (permissive)
DriveMM: All-in-One Large Multimodal Model for Autonomous Driving 10 Dec 2024 zhijian11/DriveMM/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it Apache-2.0 (permissive)
FlashSloth: Lightning Multimodal Large Language Models via Embedded Visual Compression 5 Dec 2024 codefanw/flashsloth/flashsloth/mm_utils.py b0a851cae92754ff ran · fixture could not drive it no licence file found · pointer only
AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning 4 Dec 2024 lavi-lab/aim/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it Apache-2.0 (permissive)
DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models 22 Nov 2024 kd-tao/dycoke/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it Apache-2.0 (permissive)
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models 21 Nov 2024 dongyh20/insight-v/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it no licence file found · pointer only
CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset 18 Nov 2024 meize0729/ccexpert/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it Apache-2.0 (permissive)
Number it: Temporal Grounding Videos like Flipping Manga 15 Nov 2024 yongliang-wu/numpro/longva/mm_utils.py b0a851cae92754ff ran · fixture could not drive it MIT (permissive)
AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error 31 Jan 2024 jonasricker/aeroblade/src/aeroblade/image.py 19475527a36172a4 ran no licence file found · pointer only
Learning Prior Feature and Attention Enhanced Image Inpainting 3 Aug 2022 ewrfcas/MAE-FAR/ACR/networks/generators.py d1f2e1d8d9f12c48 ran · fixture could not drive it fingerprinted licence not identified · pointer only
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer 5 Oct 2021 godhj93/MobileViT/utils/nets/MobileViT.py f4179768dbc55e61 ran no licence file found · pointer only
Sparse Coding Frontend for Robust Neural Networks 12 Apr 2021 canbakiskan/sparse_coding_frontend/src/learn_patch_dict.py 5b1bb8f496d81deb ran · our draft was wrong Apache-2.0 (permissive)
ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows 31 Mar 2021 pkuanjie/ArtFlow/glow_decorator.py 7ec1f6c1711259d0 ran · fixture could not drive it no licence file found · pointer only
Group Equivariant Stand-Alone Self-Attention For Vision 2 Oct 2020 dwromero/g_selfatt/g_selfatt/nn/group_self_attention.py 2f313da6e1ea1bd2 ran · fixture could not drive it fingerprinted MIT (permissive)
Instance Selection for GANs 30 Jul 2020 snap-research/3dgp/src/training/loss.py 83050978b92b849d ran · fixture could not drive it no licence file found · pointer only
Multi-View Optimization of Local Feature Geometry 18 Mar 2020 mihaidusmanu/local-feature-refinement/two-view-refinement/refinement.py e2a8ccc8ce3b8830 unverified BSD-3-Clause (permissive)
Dynamic Routing Between Capsules 26 Oct 2017 ameliajimenez/capsule-networks-medical-data-challenges/preprocess_diaretdb1.py cd1f1b152fc81869 unverified MIT (permissive)
Dynamic Routing Between Capsules 26 Oct 2017 ameliajimenez/capsule-networks-medical-data-challenges/preprocess_tupac16.py 9609ff43029770e8 unverified MIT (permissive)
Iterative Gaussianization: from ICA to Random Rotations 31 Jan 2016 jejjohnson/rbig/rbig/_src/image.py 202feb4889129e03 unverified MIT (permissive)
RENOIR - A Dataset for Real Low-Light Image Noise Reduction 29 Sep 2014 Aftaab99/DenoisingAutoencoder/create_datasets.py 570b2b72291f1715 unverified MIT (permissive)
arXiv:Zhong_AIM_Adaptive_Inference_of_Multi-Modal_LLMs_via_Token_Merging_and_ICCV_2025_paper LaVi-Lab/AIM/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it Apache-2.0 (permissive)
arXiv:2025.findings-acl.359 G-JWLee/TAMP/llava/mm_utils.py b0a851cae92754ff ran · fixture could not drive it 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