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reduce_mean

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

reduce_mean appears in the code Syntology harvested for 30 papers, as 19 distinct code bodies found in 30 places (a place is one code body under one paper). At least one of them ran in 16 of the papers; 5 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 reduce_mean 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 19 distinct code bodies named reduce_mean; 12 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
1ran · fixture could not drive it
4ran
12unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 30 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

30 papers shown of 30, newest first; 30 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; 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
Context-Aware Mutual Learning for Blind Image Inpainting and Beyond added by Syntology 2026-09 (from id) zhenglab/CAML/scores/bce.py 674e14375afad8c0 unverified no licence file found · pointer only
Is Hierarchical Quantization Essential for Optimal Reconstruction? added by Syntology 2026-01 (from id) wiskott-lab/single-vs-hier-recon/distributed.py d9fafc4fdaefaf76 unverified BSD-3-Clause (permissive)
VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation 20 May 2025 opengvlab/internvideo2/xtuner-train_internvideo2_5/xtuner/model/reward.py a0a407c2a1c1f7d3 unverified MIT (permissive)
GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI 21 Nov 2024 uni-medical/gmai-vl/xtuner/model/reward.py a0a407c2a1c1f7d3 unverified Apache-2.0 (permissive)
SPA: 3D Spatial-Awareness Enables Effective Embodied Representation 10 Oct 2024 haoyizhu/realrobot/src/utils/common_utils.py 0d86269cf8e78d35 ran fingerprinted MIT (permissive)
The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language Models 9 Oct 2024 EIT-NLP/AccuracyParadox-RLHF/fgrlhf/utils.py e5bacba887a721ef ran · our draft was wrong fingerprinted MIT (permissive)
Inversion Circle Interpolation: Diffusion-based Image Augmentation for Data-scarce Classification 29 Aug 2024 scuwyh2000/diff-ii/train_classifier.py fe089b539afcc496 ran · fixture could not drive it no licence file found · pointer only
GR-MG: Leveraging Partially Annotated Data via Multi-Modal Goal-Conditioned Policy 26 Aug 2024 bytedance/GR-MG/goal_gen/utils/dist_train.py 31528b0c209c6069 ran fingerprinted Apache-2.0 (permissive)
EventRPG: Event Data Augmentation with Relevance Propagation Guidance 14 Mar 2024 myuansun/EventRPG/snn_train_distributed.py f4154dada5bcd3af unverified MIT (permissive)
Training Language Models to Generate Text with Citations via Fine-grained Rewards 6 Feb 2024 hcy123902/atg-w-fg-rw/fgrlhf/utils.py e5bacba887a721ef ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning 4 Feb 2024 HaoyiZhu/PointCloudMatters/src/utils/common_utils.py 0d86269cf8e78d35 ran fingerprinted MIT (permissive)
All-weather Multi-Modality Image Fusion: Unified Framework and 100k Benchmark 3 Feb 2024 ixilai/awfusion/train_student.py fe089b539afcc496 ran · fixture could not drive it no licence file found · pointer only
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model 1 Feb 2024 hzc1208/lmht_snn/hybrid_train.py f30055a92471e41f unverified no licence file found · pointer only
Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation 18 Jan 2024 cvi-szu/qa-clims/step/train_qa_clims.py d688d50b535e08bc unverified MIT (permissive)
Unified Classification and Rejection: A One-versus-All Framework 22 Nov 2023 identical code first harvested elsewhere fe089b539afcc496 ran · fixture could not drive it licence of this copy not recorded
Drug Discovery with Dynamic Goal-aware Fragments 2 Oct 2023 seullee05/geam/model/ac.py 37b5e57246562ac1 ran MIT (permissive)
Category Feature Transformer for Semantic Segmentation 10 Aug 2023 BebDong/EMOSeg/emoseg/models/decode_heads/cftv2_head.py eee9e2ab85529be9 ran fingerprinted no licence file found · pointer only
Text-Augmented Open Knowledge Graph Completion via Pre-Trained Language Models 24 May 2023 pat-jj/tagreal/tagreal.py ae8908e9afa49cfa unverified no licence file found · pointer only
Learning from Mistakes via Cooperative Study Assistant for Large Language Models 23 May 2023 dqwang122/salam/src/utils/utils.py e5bacba887a721ef ran · our draft was wrong fingerprinted MIT (permissive)
UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye View 27 Mar 2023 megvii-research/cvpr2023-unidistill/unidistill/exps/multisensor_fusion/nuscenes/BEVFusion/BEVFusion_nuscenes_centerhead_camera_exp_distill_fusion.py 11790e16efd1a8d4 ran · honoured contract fingerprinted Apache-2.0 (permissive)
ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations 20 Dec 2022 allenai/clarifydelphi/Code/utils/utils.py e5bacba887a721ef ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering 6 Oct 2022 liujch1998/rainier/rainier/ppo.py e5bacba887a721ef ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Hit and Lead Discovery with Explorative RL and Fragment-based Molecule Generation 4 Oct 2021 AITRICS/FREED/core_motif.py 37b5e57246562ac1 ran Apache-2.0 (permissive)
RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder 29 Oct 2020 microsoft/RelationNet2/code/models/dense_heads/keypoint_head.py 57ba5c957e237b5f unverified MIT (permissive)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection 5 Dec 2019 TangShengqin/ATSS-Pytorch/mmdet/models/anchor_heads/atss_head.py 74bdc4124307cc00 unverified Apache-2.0 (permissive)
Deep Flow-Guided Video Inpainting 8 May 2019 Lubsey1/inpainting_colab/models/DeepFill_Models/ops.py d252fe808d24d246 unverified MIT (permissive)
Knowledge Distillation with Adversarial Samples Supporting Decision Boundary 15 May 2018 bhheo/BSS_distillation/attacks/helpers.py 3f6d01fa8467254a unverified MIT (permissive)
Robust Classification with Convolutional Prototype Learning 9 May 2018 identical code first harvested elsewhere fe089b539afcc496 ran · fixture could not drive it licence of this copy not recorded
arXiv:aaai_26347 bytedance/LargeBatchCTR/deepctr/layers/utils.py ba13508422055ba2 unverified Apache-2.0 (permissive)
arXiv:Guo_Painting_From_Part_ICCV_2021_paper zhenglab/partpainting/src/utils.py 674e14375afad8c0 unverified 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".

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