Home › Code › valid

valid

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

valid appears in the code Syntology harvested for 24 papers, as 28 distinct code bodies found in 28 places (a place is one code body under one paper). At least one of them ran in 13 of the papers; 1 of the code bodies carries 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 valid 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 28 distinct code bodies named valid; 14 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

4ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
1ran · fixture could not drive it
8ran
14unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 17 of the 28 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

24 papers shown of 24, newest first; 28 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; 1 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
Detached and Interactive Multimodal Learning 28 Jul 2024 fanyunfeng-bit/di-mml/main_CFT.py 7e0d0c96104edc5b ran no licence file found · pointer only
Detached and Interactive Multimodal Learning 28 Jul 2024 fanyunfeng-bit/di-mml/main_joint_training.py 100fa93476d91b0d unverified no licence file found · pointer only
Diagnosing and Re-learning for Balanced Multimodal Learning 12 Jul 2024 gewu-lab/diagnosing_relearning_eccv2024/code/baseline.py 7ac23ebfb3035b34 ran no licence file found · pointer only
Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models 11 Jun 2024 chuge0335/pc-cot/metrics.py eda4f1b5a754ad75 ran no licence file found · pointer only
Valid Conformal Prediction for Dynamic GNNs 29 May 2024 edwarddavis1/valid_conformal_for_dynamic_gnn/Conformal_GNN_Flight_Experiments.py 13f8e4e77a5b5ded ran no licence file found · pointer only
Valid Conformal Prediction for Dynamic GNNs 29 May 2024 edwarddavis1/valid_conformal_for_dynamic_gnn/Conformal_GNN_Global_Experiments.py 25d3ac5915c98422 ran no licence file found · pointer only
MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance 28 May 2024 gewu-lab/mmpareto_icml2024/code/MMPareto.py f339d719c5616156 ran · honoured contract no licence file found · pointer only
Continuous Language Model Interpolation for Dynamic and Controllable Text Generation 10 Apr 2024 skangasl/continuous-lm-interpolation/finetuning/finetune_classifier.py bc10e82b17b5edc9 ran no licence file found · pointer only
Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework 12 Mar 2024 hieuphan33/mavl/Finetuning/classification/train_res_ft.py 00bdf7b6512e210e ran no licence file found · pointer only
Astroconformer: The Prospects of Analyzing Stellar Light Curves with Transformer-Based Deep Learning Models 28 Sep 2023 panjiashu/astroconformer/Astroconformer/Train/forward.py bb11f5fcb49dfcd3 ran no licence file found · pointer only
Enhancing multimodal cooperation via sample-level modality valuation 12 Sep 2023 gewu-lab/valuate-and-enhance-multimodal-cooperation/code/baseline.py 8d5b9fd8e087c258 ran · honoured contract no licence file found · pointer only
Mutual-Guided Dynamic Network for Image Fusion 24 Aug 2023 guanys-dar/mgdn/Inference_MGDN_GDSR.py fbc6fe6b67e310f3 unverified no licence file found · pointer only
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset 29 May 2023 TXH-mercury/VALOR/model/modeling.py 3df7530a6ef7c69d unverified MIT (permissive)
Distributional Correlation--Aware Knowledge Distillation for Stock Trading Volume Prediction 4 Aug 2022 lancopku/dckd/ar_kd_main.py cc8b1d65a8682b80 unverified no licence file found · pointer only
Accelerated Bayesian SED Modeling using Amortized Neural Posterior Estimation 14 Mar 2022 changhoonhahn/sedflow/bin/train/adroit.py e6c06a2c496626d6 unverified MIT (permissive)
Neural Unification for Logic Reasoning over Natural Language 17 Sep 2021 ibm/neural_unification_for_logic_reasoning_over_language/spectre/train_backward_chaining_inference.py 8b73774460f84275 unverified Apache-2.0 (permissive)
Neural Unification for Logic Reasoning over Natural Language 17 Sep 2021 ibm/neural_unification_for_logic_reasoning_over_language/spectre/train_fact_lookup_unit.py ba9afc355125de1c unverified Apache-2.0 (permissive)
Deep Autoregressive Models with Spectral Attention 13 Jul 2021 fmorenopino/SAAM/SAAM_Transformer_Embedding/train_SAAM_Transformer_Emb.py 4debde1a8cd3ae8e unverified no licence file found · pointer only
Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking 16 Jun 2021 SunnyCYC/aug4beat/train_2combABSM.py 061024d4446d6004 unverified MIT (permissive)
FragmentVC: Any-to-Any Voice Conversion by End-to-End Extracting and Fusing Fine-Grained Voice Fragments With Attention 27 Oct 2020 avanitanna/robustfragmentvc/train_cv_finetune.py 899873b09571934e unverified MIT (permissive)
Devil in the Details: Towards Accurate Single and Multiple Human Parsing 17 Sep 2018 liutinglt/CE2P/evaluate.py 9e7f9366fc055052 ran · our draft was wrong no licence file found · pointer only
Learning Visually-Grounded Semantics from Contrastive Adversarial Samples 27 Jun 2018 ExplorerFreda/VSE-C/adversarial_attack/noun.py 4839bd92d6cdf63b unverified MIT (permissive)
SLING: A framework for frame semantic parsing 19 Oct 2017 ringgaard/sling/python/analyzer/bert.py 28067c99e00af276 ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Deep Learning for Sensor-based Activity Recognition: A Survey 12 Jul 2017 jindongwang/deep-learning-activity-recognition/pytorch/main_pytorch.py e1abd3aeef9e96a9 ran · honoured contract no licence file found · pointer only
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction 1 Oct 2016 BruceBinBoxing/ST-ResNet-Pytorch/train_bikenyc_stresnet.py 17484a01747bb2ec ran · honoured contract no licence file found · pointer only
Very Deep Convolutional Networks for Large-Scale Image Recognition 4 Sep 2014 leebebeto/pytorch-implementation/GAN/CycleGAN/utils.py 6502bbafcddd3853 unverified MIT (permissive)
Very Deep Convolutional Networks for Large-Scale Image Recognition 4 Sep 2014 leebebeto/pytorch-implementation/GAN/STGAN/utils.py 73b275662cbc418a unverified MIT (permissive)
arXiv:Tiong_Flexible_Biometrics_Recognition_Bridging_the_Multimodality_Gap_through_Attention_Alignment_CVPR_2024_paper MIS-DevWorks/FBR/utils/model_utils.py 0c4332de98d52f04 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".

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