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batched_index_select

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

batched_index_select appears in the code Syntology harvested for 44 papers, as 26 distinct code bodies found in 45 places (a place is one code body under one paper). At least one of them ran in 28 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 batched_index_select 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 14 of the 26 distinct code bodies named batched_index_select; 12 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
6ran · our draft was wrong
4ran · fixture could not drive it
4ran
12unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 11 of the 45 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

44 papers shown of 44, newest first; 45 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; 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
Towards Model-Agnostic Dataset Condensation by Heterogeneous Models 22 Sep 2024 KHU-AGI/HMDC/gcn_lib/torch_nn.py 996eec2334fe011e ran · fixture could not drive it no licence file found · pointer only
Decomposed Vector-Quantized Variational Autoencoder for Human Grasp Generation 19 Jul 2024 florasion/D-VQVAE/DVQ-VAE-2/eval_deform.py 7d2905265c91d217 ran no licence file found · pointer only
Explicitly Guided Information Interaction Network for Cross-modal Point Cloud Completion 3 Jul 2024 WHU-USI3DV/EGIInet/models/dec_net.py 74dec069a2ce1eb3 unverified MIT (permissive)
RVT-2: Learning Precise Manipulation from Few Demonstrations 12 Jun 2024 NVlabs/RVT/rvt/mvt/renderer.py a01525ed76586b6b ran licence not identified · pointer only
Correlation Matching Transformation Transformers for UHD Image Restoration 2 Jun 2024 identical code first harvested elsewhere 1345f4fc63011f70 ran · fixture could not drive it licence of this copy not recorded
Training Transformer Models by Wavelet Losses Improves Quantitative and Visual Performance in Single Image Super-Resolution 17 Apr 2024 mandalinadagi/wavelettention/wavelettention/archs/wavelettention_arch.py 8429e6520e353d4d ran · our draft was wrong Apache-2.0 (permissive)
GeneOH Diffusion: Towards Generalizable Hand-Object Interaction Denoising via Denoising Diffusion 22 Feb 2024 meowuu7/geneoh-diffusion/model/PointNet2.py 582b2f1aa69315a0 ran · our draft was wrong MIT (permissive)
Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics 19 Feb 2024 graph-com/hept/src/models/attention/hept.py 171f7eb1327d57bd ran · our draft was wrong MIT (permissive)
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion 8 Feb 2024 Yui010206/CREMA/lavis/models/topk.py 0c80b13bc50e20eb ran BSD-3-Clause (permissive)
CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer 11 Nov 2023 howiema/cvthead/models/cvthead.py 1345f4fc63011f70 ran · fixture could not drive it no licence file found · pointer only
Beyond Surprise: Improving Exploration Through Surprise Novelty 9 Aug 2023 thaihungle/sm/model.py 05b20074012b6168 ran MIT (permissive)
Which Tokens to Use? Investigating Token Reduction in Vision Transformers 9 Aug 2023 JoakimHaurum/TokenReduction/models/ats.py 582b2f1aa69315a0 ran · our draft was wrong MIT (permissive)
Graph Denoising Diffusion for Inverse Protein Folding 29 Jun 2023 ykiiiiii/GraDe_IF/diffusion/model/egnn_pytorch/egnn_pytorch.py 582b2f1aa69315a0 ran · our draft was wrong MIT (permissive)
Contextual Knowledge Learning For Dialogue Generation 29 May 2023 ellenmellon/DIALKI/models/reader.py 1592f2b626e2caf4 ran · fixture could not drive it no licence file found · pointer only
HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation 9 Apr 2023 xiangchenyin/grpose/gcn_lib/torch_nn.py 996eec2334fe011e ran · fixture could not drive it Apache-2.0 (permissive)
KDEformer: Accelerating Transformers via Kernel Density Estimation 5 Feb 2023 majid-daliri/kdeformer/Reformer.py 8429e6520e353d4d ran · our draft was wrong MIT (permissive)
VICRegL: Self-Supervised Learning of Local Visual Features 4 Oct 2022 facebookresearch/VICRegL/main_vicregl.py 1345f4fc63011f70 ran · fixture could not drive it licence not identified · pointer only
Cross-modal Learning for Image-Guided Point Cloud Shape Completion 20 Sep 2022 diegovalsesia/XMFnet/decoder/dec_net.py 74dec069a2ce1eb3 unverified MIT (permissive)
Cross-modal Learning for Image-Guided Point Cloud Shape Completion 20 Sep 2022 diegovalsesia/XMFnet/encoder_dgcnn/dgcnn.py 885f06f1d53ff73e unverified MIT (permissive)
WaveGAN: Frequency-aware GAN for High-Fidelity Few-shot Image Generation 15 Jul 2022 kobeshegu/eccv2022_wavegan/networks/lofgan.py fad937db2f652aa7 ran · fixture could not drive it no licence file found · pointer only
Learning Continuous Grasping Function with a Dexterous Hand from Human Demonstrations 11 Jul 2022 jianglongye/cgf/cgf/robotics.py 7d2905265c91d217 ran MIT (permissive)
Vision GNN: An Image is Worth Graph of Nodes 1 Jun 2022 gswycf/signgraph/modules/gcn_lib/torch_vertex.py 996eec2334fe011e ran · fixture could not drive it no licence file found · pointer only
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting 18 May 2022 tianzhou2011/FiLM/layers/LSHAttention_reformer.py 8429e6520e353d4d ran · our draft was wrong MIT (permissive)
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction 17 Mar 2022 declare-lab/hyperred/modeling.py 8e14a5ff3ee5597f ran · our draft was wrong no licence file found · pointer only
Interactive Image Synthesis with Panoptic Layout Generation 4 Mar 2022 wb-finalking/PLGAN/model/plgan_128.py 84c3d45fd84e4dca unverified BSD-3-Clause (permissive)
Benchmarking Robustness of 3D Point Cloud Recognition Against Common Corruptions 28 Jan 2022 tiangexiang/CurveNet/core/models/walk.py f091cdd21c103f22 unverified MIT (permissive)
Probing Linguistic Information For Logical Inference In Pre-trained Language Models 3 Dec 2021 eric11eca/inference-information-probing/jiant/ext/allennlp.py e445a3b7d6a58154 unverified MIT (permissive)
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction 29 Oct 2021 elichienxD/deep_gcns_torch/gcn_lib/dense/torch_nn.py c52260211d1aa99f unverified MIT (permissive)
Parameter Prediction for Unseen Deep Architectures 25 Oct 2021 lucidrains/vit-pytorch/vit_pytorch/ats_vit.py 582b2f1aa69315a0 ran · our draft was wrong MIT (permissive)
Sparse Spatial Transformers for Few-Shot Learning 27 Sep 2021 chenhaoxing/ssformers/modules/utils.py c0aedf9b31c98a1e unverified MIT (permissive)
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer 28 Aug 2021 xueyee/GroupFormer/group/models/cluster_transformer.py 098a5dd15c0b4167 ran · our draft was wrong Apache-2.0 (permissive)
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models 9 Aug 2021 Cuberick-Orion/CIRPLANT/model/utils/utils.py dd1daced3a380bf9 unverified MIT (permissive)
Training Graph Neural Networks with 1000 Layers 14 Jun 2021 lightaime/deep_gcns_torch/gcn_lib/dense/torch_nn.py c52260211d1aa99f unverified MIT (permissive)
Robust Optimization as Data Augmentation for Large-scale Graphs 19 Oct 2020 devnkong/FLAG/deep_gcns_torch/gcn_lib/dense/torch_nn.py cc3989d8108f91e4 unverified MIT (permissive)
Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data 9 Oct 2020 nyu-mll/CNLI-generalization/jiant/jiant/ext/allennlp.py e445a3b7d6a58154 unverified MIT (permissive)
Detecting natural disasters, damage, and incidents in the wild 20 Aug 2020 ethanweber/IncidentsDataset/metrics.py ece732ae6abd28b6 unverified MIT (permissive)
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations 26 Sep 2019 lucidrains/sinkhorn-transformer/sinkhorn_transformer/sinkhorn_transformer.py 8429e6520e353d4d ran · our draft was wrong MIT (permissive)
Attention Guided Graph Convolutional Networks for Relation Extraction 18 Jun 2019 Cartus/AGGCN_TACRED/semeval/model/aggcn.py f091cdd21c103f22 unverified MIT (permissive)
Deep Hough Voting for 3D Object Detection in Point Clouds 21 Apr 2019 lanlan96/arm3d/models/rn_module_ARM3D.py 582b2f1aa69315a0 ran · our draft was wrong MIT recorded; this copy not marked cleared · pointer only
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding 20 Apr 2018 jsalt18-sentence-repl/jiant/jiant/ext/allennlp.py e445a3b7d6a58154 unverified MIT (permissive)
EMBER: An Open Dataset for Training Static PE Malware Machine Learning Models 2018-04 (from id) dtrizna/nebula/nebula/models/reformer.py 8429e6520e353d4d ran · our draft was wrong MIT (permissive)
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation 26 Sep 2016 psunlpgroup/xsemplr/model/seq2seqPTR/src/ptrbert.py a2dd9c360300df18 ran · our draft was wrong MIT (permissive)
arXiv:aaai_26008 ZLKong/Tri-Level-ViT/models/models_attn_tok.py 1345f4fc63011f70 ran · fixture could not drive it MIT (permissive)
arXiv:Sun_Pixel-level_Semantic_Correspondence_through_Layout-aware_Representation_Learning_and_Multi-scale_Matching_CVPR_2024_paper YXSUNMADMAX/LPMFlow/models/feature_backbones/misc.py 623df4cb13566ed4 unverified Apache-2.0 (permissive)
arXiv:2025.acl-industry.15 Lightning-AI/litgpt/litgpt/model.py 835075fc97024e8c 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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