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random_crop

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

random_crop appears in the code Syntology harvested for 59 papers, as 50 distinct code bodies found in 60 places (a place is one code body under one paper). At least one of them ran in 15 of the papers; 4 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 random_crop 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 13 of the 50 distinct code bodies named random_crop; 37 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
2ran · fixture could not drive it
10ran
37unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 15 of the 60 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

59 papers shown of 59, newest first; 60 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; 7 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
Learning Multimodal One-step Flow Policy via Value-weighted Optimal Transport added by Syntology 2026-09 (from id) Yonsei-DILLab/OptiFlow/envs/datasets.py 396cfc72f76f06b3 unverified no licence file found · pointer only
Towards Robust Zero-Shot Reinforcement Learning added by Syntology 2025-10 (from id) seohongpark/HILP/hilp_gcrl/src/dataset_utils.py 6ee7e4a795696bca unverified no licence file found · pointer only
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation 30 Sep 2024 CAMMA-public/SurgVLP/surgvlp/codes/datasets/transform.py 04ae3eaf0d9d9378 ran no licence file found · pointer only
Infrared Small Target Detection in Satellite Videos: A New Dataset and A Novel Recurrent Feature Refinement Framework 19 Sep 2024 xinyiying/rfr/codes/utils.py 62989a36a8f34476 ran no licence file found · pointer only
Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking 23 Jun 2024 evelyn0414/opera/src/util.py e50a9c988c664528 ran · our draft was wrong fingerprinted MIT (permissive)
Learned radio interferometric imaging for varying visibility coverage 14 May 2024 astro-informatics/leia/src/dataset.py 160c7e4d16235970 ran no licence file found · pointer only
Part-Guided 3D RL for Sim2Real Articulated Object Manipulation 26 Apr 2024 thu-vclab/part-guided-3d-rl-for-sim2real-articulated-object-manipulation/arti_mani/algorithms/data_process/gen_rgbd_data.py 29b1c0946405ed9a ran MIT (permissive)
Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding 27 Mar 2024 cccccczh404/h-sam/datasets/dataset_synapse.py 3b50ddb9ad3810af ran MIT (permissive)
Deep Generative Model based Rate-Distortion for Image Downscaling Assessment 22 Mar 2024 andreas128/SRFlow/code/prepare_data.py 9c54ab0c75133028 ran fingerprinted licence not identified · pointer only
Foundation Policies with Hilbert Representations 23 Feb 2024 seohongpark/hilp/hilp_gcrl/src/dataset_utils.py 6ee7e4a795696bca unverified no licence file found · pointer only
Test-Time Adaptation for Depth Completion 5 Feb 2024 seobbro/TTA-depth-completion/src/datasets.py 3952a7d0fd6cd051 ran no licence file found · pointer only
SCTransNet: Spatial-channel Cross Transformer Network for Infrared Small Target Detection 28 Jan 2024 xdfai/sctransnet/utils.py ff5c4ffcbb46d607 ran no licence file found · pointer only
arXiv:2310.18894 2023-10 (from id) Crazy-Jack/nips2023_shape_vs_texture/few-shot-img-syn/TopKGen/models.py 2ff9c13d19bb1186 ran fingerprinted no licence file found · pointer only
LAN-HDR: Luminance-based Alignment Network for High Dynamic Range Video Reconstruction 22 Aug 2023 haesoochung/lan-hdr/datasets/hdr_transforms.py a35918ebf7e71a85 ran no licence file found · pointer only
Unsupervised Semantic Correspondence Using Stable Diffusion 24 May 2023 ubc-vision/LDM_correspondences/eval/dataset.py d7fccb2844458579 unverified Apache-2.0 (permissive)
Memory-aided Contrastive Consensus Learning for Co-salient Object Detection 28 Feb 2023 ZhengPeng7/MCCL/preproc.py 8ab40f51c2a14280 unverified MIT (permissive)
Unsupervised Object Localization: Observing the Background to Discover Objects 15 Dec 2022 valeoai/found/datasets/geometric_transforms.py cfbc0539d5d0564e unverified Apache-2.0 (permissive)
Towards a Unified View on Visual Parameter-Efficient Transfer Learning 3 Oct 2022 bruceyo/V-PETL/datasets/video_transforms.py 967f6f1f3e4b6d6d unverified MIT (permissive)
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning 27 Jun 2022 linziyi96/st-adapter/video_dataset/transform.py 64ce021674e30869 unverified MIT (permissive)
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation 29 May 2022 ltkong218/IFRNet/datasets.py 25081efb127925fd unverified MIT (permissive)
FS-NCSR: Increasing Diversity of the Super-Resolution Space via Frequency Separation and Noise-Conditioned Normalizing Flow 20 Apr 2022 dsshim0125/FS-NCSR/prepare_data.py 9c54ab0c75133028 ran fingerprinted MIT (permissive)
IDR: Self-Supervised Image Denoising via Iterative Data Refinement 29 Nov 2021 zhangyi-3/idr/dataset/imagefolder.py 4cd7e5e0aea15740 unverified MIT (permissive)
Learning Temporally-Consistent Representations for Data-Efficient Reinforcement Learning 11 Oct 2021 anon-researcher-repo/ksl/ksl/replay_buffer.py 0102ca5f42b3d967 unverified MIT (permissive)
Continual Semi-Supervised Learning through Contrastive Interpolation Consistency 14 Aug 2021 loribonna/cssl/models/ccic.py 47c2a6279c2181ca unverified MIT (permissive)
Distilling the Knowledge from Conditional Normalizing Flows 24 Jun 2021 yandex-research/distill-nf/srflow/datasets.py 9c54ab0c75133028 ran fingerprinted Apache-2.0 (permissive)
Adaptive Focus for Efficient Video Recognition 7 May 2021 blackfeather-wang/AdaFocus/Experiments on ActivityNet, FCVID and Mini-Kinetics/models/gfv_net.py 1270d498daf32c06 ran · fixture could not drive it no licence file found · pointer only
Anomaly localization by modeling perceptual features 12 Aug 2020 xiahaifeng1995/FAVAE-anomaly-detection-localization-master/datasets/preprocessing.py 44789c404172df9a unverified Apache-2.0 (permissive)
Weakly-Supervised Semantic Segmentation via Sub-category Exploration 3 Aug 2020 Juliachang/SC-CAM/tool/imutils.py fab5abda02bc5312 unverified MIT (permissive)
Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild 23 Jul 2020 YoungXIAO13/PoseContrast/src/dataset/data_utils.py cc95c0207256a15f unverified MIT (permissive)
Continual Adaptation for Deep Stereo 10 Jul 2020 CVLAB-Unibo/Real-time-self-adaptive-deep-stereo/Data_utils/preprocessing.py 1b7e0b1f89402910 unverified Apache-2.0 (permissive)
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model 10 Jul 2020 iMED-Lab/OCTA-Net-OCTA-Vessel-Segmentation-Network/code/OCTA-Net/octa_dataset.py 42834384f9d9373b unverified Apache-2.0 (permissive)
Self-Challenging Improves Cross-Domain Generalization 5 Jul 2020 EscVM/RSC-Wrapper/utils/data_augmentation_pacs.py ca3b7595e2160b63 unverified Apache-2.0 (permissive)
AdaLAM: Revisiting Handcrafted Outlier Detection 7 Jun 2020 gujingxiao/BaiduStar2020-Traffic-Sign-Detection-And-Pair-Competition-Solution/metric_learning_traffic/imgtool.py 9b681e8a76479f0f unverified Apache-2.0 (permissive)
Reinforcement Learning with Augmented Data 30 Apr 2020 MishaLaskin/rad/curl_sac.py cc205ddaca3bfbbc ran · fixture could not drive it fingerprinted no licence file found · pointer only
GPS-Net: Graph Property Sensing Network for Scene Graph Generation 29 Mar 2020 taksau/GPS-Net/lib/dataloaders/image_transforms.py 5097daf8530eeaa5 unverified MIT (permissive)
Learning Enriched Features for Real Image Restoration and Enhancement 15 Mar 2020 tuvovan/MIRNet---Keras/utils.py 004145b87f7e0002 unverified MIT (permissive)
Learning Enriched Features for Real Image Restoration and Enhancement 15 Mar 2020 venkat2319/Mirnet/mirnet/dataloader/common.py 7d848435a0d2da12 unverified Apache-2.0 (permissive)
An Explicit Local and Global Representation Disentanglement Framework with Applications in Deep Clustering and Unsupervised Object Detection 24 Jan 2020 51616/split-vae/spair/data.py f83c05a84860edf5 unverified MIT (permissive)
Grid Saliency for Context Explanations of Semantic Segmentation 30 Jul 2019 boschresearch/GridSaliency-ToyDatasetGen/mnist_generators_simple.py bef2906681e8b904 unverified AGPL-3.0 (copyleft) · pointer only
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection 23 Jul 2019 yekeren/Cap2Det/core/preprocess.py 54265b15b32a3560 unverified Apache-2.0 (permissive)
Pose from Shape: Deep Pose Estimation for Arbitrary 3D Objects 12 Jun 2019 YoungXIAO13/PoseFromShape/auxiliary/dataset.py cc95c0207256a15f unverified MIT (permissive)
AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations 1 May 2019 samisoto/keras_cosine_based_loss/experiment_caltech_birds.py 1313f4e6ea0381c4 unverified CC0-1.0 (permissive)
SelFlow: Self-Supervised Learning of Optical Flow 19 Apr 2019 ppliuboy/SelFlow/data_augmentation.py 2265da3e272fe1dd unverified MIT (permissive)
Learning to Adapt for Stereo 5 Apr 2019 CVLAB-Unibo/Learning2AdaptForStereo/Data_utils/preprocessing.py 717593d2efab32b0 unverified Apache-2.0 (permissive)
DDFlow: Learning Optical Flow with Unlabeled Data Distillation 25 Feb 2019 ppliuboy/DDFlow/data_augmentation.py 2265da3e272fe1dd unverified MIT (permissive)
Wide Activation for Efficient and Accurate Image Super-Resolution 27 Aug 2018 krasserm/super-resolution/data.py 40c578a7c8a918e6 unverified Apache-2.0 (permissive)
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms 24 Apr 2018 siit-vtt/semi-supervised-learning-pytorch/loader_cifar_zca.py 55f1499fcb95cc00 unverified MIT (permissive)
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation 28 Mar 2018 jiwoon-ahn/psa/tool/imutils.py fab5abda02bc5312 unverified MIT (permissive)
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network 23 Mar 2018 nmhkahn/CARN-pytorch/carn/dataset.py fec6ff9ed8a1319e unverified MIT (permissive)
Dynamic Routing Between Capsules 26 Oct 2017 JeremyCCHsu/CapsNet-tf/build_multimnist.py 0da33f8508f5c3ef unverified MIT (permissive)
MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving 22 Dec 2016 MarvinTeichmann/KittiSeg/inputs/kitti_seg_input.py e8eae01d93336c85 unverified MIT (permissive)
Image-to-Image Translation with Conditional Adversarial Networks 21 Nov 2016 yigitgunduc/tensor-to-image/src/evaluate.py 4c2ceda5bf0e227a unverified MIT (permissive)
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network 15 Sep 2016 AntonioAlgaida/Edge.SRGAN/data_loader.py b87fd84eaccca1ef unverified MIT (permissive)
Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks 25 Feb 2016 krasserm/wdsr/data.py 40c578a7c8a918e6 unverified Apache-2.0 (permissive)
arXiv:openreview_RdkOaK4q6p 2012060/DFQL/utils/datasets.py 396cfc72f76f06b3 unverified MIT (permissive)
arXiv:aaai_28342 VUT-HFUT/EulerMormer/utils/inference_process.py 4d5ede33adb2cf6d unverified MIT (permissive)
arXiv:Shi_Multi-Modal_Multi-Action_Video_Recognition_ICCV_2021_paper zhenglab/multi-action-video/lib/datasets/transform.py 967f6f1f3e4b6d6d unverified Apache-2.0 (permissive)
arXiv:Li_Learning_Hierarchical_Line_Buffer_for_Image_Processing_ICCV_2025_paper SonyResearch/LineBufferNet/datasets/real_dataset.py 639d5f0629bb6461 unverified MIT (permissive)
arXiv:He_Bidirectional_Alignment_for_Domain_Adaptive_Detection_with_Transformers_ICCV_2023_paper helq2612/biADT/datasets/random_crop.py fc2b6428ee73a44a unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
arXiv:136640364 lukashedegaard/co3d/datasets/transform.py 967f6f1f3e4b6d6d unverified 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".

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