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load_images

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

load_images appears in the code Syntology harvested for 48 papers, as 38 distinct code bodies found in 52 places (a place is one code body under one paper). At least one of them ran in 23 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 load_images 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 15 of the 38 distinct code bodies named load_images; 23 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

6ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
8ran
23unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 15 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

48 papers shown of 48, 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, and the graph's for 2 papers added by Syntology; 3 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
Option-Aware Retrieval and Task-Specific VLM Adaptation for Medical VQA added by Syntology 2026-09 (from id) Kirscher/MedReason2026/docker/medreason/medreason_docker/image_utils.py 81588f3b592b3c15 unverified Apache-2.0 (permissive)
Contrastive Order Learning: A General Framework for Ordinal Regression added by Syntology 2026-07 (from id) cwlee00/ConOrd/utils/util.py afb8e2508b704733 ran Apache-2.0 (permissive)
arXiv:2507.15504 2025-07 (from id) PKU-YuanGroup/Video-LLaVA/videollava/eval/run_llava.py d5044bdde33c54c2 ran · honoured contract Apache-2.0 (permissive)
Mitigating Object Hallucinations via Sentence-Level Early Intervention 16 Jul 2025 pspdada/SENTINEL/llava/utils.py aadc911272bfa875 unverified Apache-2.0 (permissive)
MIND: A Multi-agent Framework for Zero-shot Harmful Meme Detection 9 Jul 2025 destroy-lonely/MIND/utils/run_llava.py 060e5c81cf14124d unverified MIT (permissive)
Vision Transformers Don't Need Trained Registers 9 Jun 2025 nickjiang2378/test-time-registers/shared/algorithms.py 1ff208d223a2e406 ran · honoured contract fingerprinted no licence file found · pointer only
R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model 7 Mar 2025 turningpoint-ai/visualthinker-r1-zero/src/eval/evaluate_Qwen2_VL_CVBench-base.py 6f0553bf22d5db93 ran · honoured contract no licence file found · pointer only
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering 16 Dec 2024 bibisbar/LLaVA-Steering/tinyllava/eval/run_tiny_llava.py 99d66c86efac69ff unverified Apache-2.0 (permissive)
VLSBench: Unveiling Visual Leakage in Multimodal Safety 29 Nov 2024 ai45lab/vlsbench/models/load_llava.py 99d66c86efac69ff unverified no licence file found · pointer only
VLSBench: Unveiling Visual Leakage in Multimodal Safety 29 Nov 2024 ai45lab/vlsbench/models/utils.py 9aa7187541e084e2 unverified no licence file found · pointer only
Towards Low-Resource Harmful Meme Detection with LMM Agents 8 Nov 2024 jianzhao-huang/lorehm/utils/run_llava.py 99d66c86efac69ff unverified MIT (permissive)
Membership Inference Attacks against Large Vision-Language Models 5 Nov 2024 LIONS-EPFL/VL-MIA/run_with_text.py 99d66c86efac69ff unverified Apache-2.0 (permissive)
Membership Inference Attacks against Large Vision-Language Models 5 Nov 2024 LIONS-EPFL/VL-MIA/run_with_img.py a37042e5de9c8a99 unverified Apache-2.0 (permissive)
Senna: Bridging Large Vision-Language Models and End-to-End Autonomous Driving 29 Oct 2024 hustvl/senna/data_tools/senna_qa_utils.py d462f0c387fe8781 unverified Apache-2.0 (permissive)
LLaVA-KD: A Framework of Distilling Multimodal Large Language Models 21 Oct 2024 Fantasyele/LLaVA-KD/llavakd/eval/run_tiny_llava.py 99d66c86efac69ff unverified no licence file found · pointer only
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective 14 Oct 2024 zhuxiangru/semvarbench/code/dpo_finetune/src/train_dataset_dpo.py 42a576b357f5a6e3 ran · our draft was wrong fingerprinted no licence file found · pointer only
Attention Prompting on Image for Large Vision-Language Models 25 Sep 2024 yu-rp/apiprompting/API/API_LLaVA/functions.py d5044bdde33c54c2 ran · honoured contract MIT (permissive)
ReMEmbR: Building and Reasoning Over Long-Horizon Spatio-Temporal Memory for Robot Navigation 20 Sep 2024 NVIDIA-AI-IOT/remembr/remembr/captioners/vila_captioner.py 7f2d6adb6e2cddf2 ran licence not identified · pointer only
LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation 28 Aug 2024 shufangxun/llava-mod/llavamod/eval/run_llava.py 99d66c86efac69ff unverified Apache-2.0 (permissive)
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer 12 Aug 2024 thudm/cogvideo/finetune/datasets/utils.py 4b69651f45d261b5 ran Apache-2.0 (permissive)
GalleryGPT: Analyzing Paintings with Large Multimodal Models 1 Aug 2024 steven640pixel/gallerygpt/llava/eval/run_llava.py d5044bdde33c54c2 ran · honoured contract Apache-2.0 (permissive)
MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs 23 Jul 2024 raptormai/compbench/preprocessing/soccernet/merge_left_right_imgs_llava_finetune.py 56a5eef1ec6d088e ran licence not identified · pointer only
T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation 19 Jul 2024 KaiyueSun98/T2V-CompBench/LLaVA/llava/eval/compbench_eval_dynamic_attr.py d5044bdde33c54c2 ran · honoured contract no licence file found · pointer only
T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation 19 Jul 2024 KaiyueSun98/T2V-CompBench/LLaVA/llava/eval/compbench_eval_action_binding.py 99d66c86efac69ff unverified no licence file found · pointer only
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning 21 Jun 2024 brandon3964/multimodal-task-vector/MTV/models.py 8f69c6173ca1fadb ran · honoured contract fingerprinted licence not identified · pointer only
MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs 17 Jun 2024 liuziyu77/mmdu/model_generation/mmdu_LLaVa_gen_ans.py d5044bdde33c54c2 ran · honoured contract Apache-2.0 (permissive)
Needle In A Multimodal Haystack 11 Jun 2024 opengvlab/mm-niah/prepare_rag.py 2de5f4fd2cd84a03 ran no licence file found · pointer only
ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users 24 May 2024 guanlinlee/art/generate_images.py 536c088dcbe9fc5d ran · honoured contract MIT (permissive)
UniRAG: Universal Retrieval Augmentation for Large Vision Language Models 16 May 2024 castorini/unirag/src/unirag/eval_image_generation.py 3277243808d631aa ran no licence file found · pointer only
Private Attribute Inference from Images with Vision-Language Models 16 Apr 2024 eth-sri/privacy-inference-multimodal/Experimentation/LLaVa-NeXT/run_llava.py d5044bdde33c54c2 ran · honoured contract MIT (permissive)
HAHA: Highly Articulated Gaussian Human Avatars with Textured Mesh Prior 1 Apr 2024 david-svitov/haha/calculate_metrics.py a44e7389dfd54f45 ran BSD-3-Clause (permissive)
RAR: Retrieving And Ranking Augmented MLLMs for Visual Recognition 20 Mar 2024 liuziyu77/rar/Few_shot/retrieve_and_rerank.py d5044bdde33c54c2 ran · honoured contract Apache-2.0 (permissive)
Source Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models 17 Mar 2024 leeruibin/SPDInv/ELITE/utils.py a7efdba77fb3a119 unverified no licence file found · pointer only
VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation 22 Dec 2023 TIGER-AI-Lab/VIEScore/viescore/mllm_tools/utils.py 3c0709cacb35e6aa ran MIT (permissive)
Online Continual Learning Without the Storage Constraint 16 May 2023 drimpossible/acm/src/features/trainutils.py 1ec1441e033ad0e8 unverified MIT (permissive)
Adaptive whitening in neural populations with gain-modulating interneurons 27 Jan 2023 lyndond/frame_whitening/frame_whitening/data.py 0cc0051da36e0a0c unverified MIT (permissive)
Hilbert Distillation for Cross-Dimensionality Networks 8 Nov 2022 EagleMIT/Hilbert-Distillation/dataset/activitynet.py a8258fa063c82e87 unverified MIT (permissive)
Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE 24 Oct 2022 smlc-nysbc/target-vae/clustering_dsprites.py 8c582ad5126b1725 unverified MIT (permissive)
Connectivity Matters: Neural Network Pruning Through the Lens of Effective Sparsity 5 Jul 2021 avysogorets/effective-sparsity/tinyimagenet.py 4ee899d1c4d39815 unverified MIT (permissive)
VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization 20 Apr 2021 pankajmishra000/VT-ADL/BT_dataset.py 53d3badfd3821380 unverified MIT (permissive)
VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization 20 Apr 2021 pankajmishra000/VT-ADL/mvtech.py b31bd461bb9d9b0c unverified MIT (permissive)
A Unified Approach to Interpreting and Boosting Adversarial Transferability 8 Oct 2020 xherdan76/A-Unified-Approach-to-Interpreting-and-Boosting-Adversarial-Transferability/codes/dataset/load_images.py 3a5beb8f50afc498 unverified MIT (permissive)
Span-based Localizing Network for Natural Language Video Localization 29 Apr 2020 IsaacChanghau/VSLNet/prepare/extract_activitynet.py 2b9cf698c6fbf32b unverified MIT (permissive)
YOLOv4: Optimal Speed and Accuracy of Object Detection 23 Apr 2020 ruyueshuo/DeepStream_YOLOv4/darknet_images.py e834a9ee1660b893 unverified MIT (permissive)
CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT 20 Apr 2020 wjhou/icon/src_stage1/dataset_ende.py b878a058d12646b0 unverified Apache-2.0 (permissive)
Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images 7 Feb 2019 Magauiya/Extended_SURE/utils.py 1893e4590faf15a0 unverified MIT (permissive)
On GANs and GMMs 31 May 2018 eitanrich/gans-n-gmms/ndb_mnist_demo.py 435dc481ad3f794f ran · honoured contract no licence file found · pointer only
Breast density classification with deep convolutional neural networks 10 Nov 2017 nyukat/breast_density_classifier/utils.py ed2c838e3b32ba41 unverified BSD-2-Clause (permissive)
Towards a Neural Statistician 7 Jun 2016 cravingoxygen/neuralstat/spatialcreate.py 5c72e16208cff35c unverified MIT (permissive)
Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks 25 Feb 2016 UrosOgrizovic/SimpleGoogleQuickdraw/image_operations.py 2d732893414e2966 unverified MIT (permissive)
arXiv:2025.findings-acl.979 Mrshenshen/FRUIT/models/caption.py d5044bdde33c54c2 ran · honoured contract Apache-2.0 (permissive)
arXiv:2024.findings-emnlp.268 HZQ950419/Math-LLaVA/llava/eval/run_llava.py d5044bdde33c54c2 ran · honoured contract 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