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reparameterize

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

reparameterize appears in the code Syntology harvested for 38 papers, as 32 distinct code bodies found in 40 places (a place is one code body under one paper). At least one of them ran in 27 of the papers; 18 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 reparameterize 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 22 of the 32 distinct code bodies named reparameterize; 10 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
0ran · violated contract
13ran · our draft was wrong
1ran · fixture could not drive it
6ran
10unverified
18fingerprinted

Licence is a property of each copy, so it is counted per place: 19 of the 40 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

38 papers shown of 38, newest first; 40 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 6 papers added by Syntology; 4 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
Hide&Seek: Learning to Explain in an End-to-End Differentiable Network added by Syntology 2026-08 (from id) rajesh-lab/realx/realx.py f588900884b4d801 ran · honoured contract fingerprinted MIT (permissive)
PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime added by Syntology 2026-06 (from id) Ludvins/2023-ICLR-DVIP/src/utils.py 2a8846306c2df5bf ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
GenTS: A Comprehensive Benchmark Library for Generative Time Series Models added by Syntology 2026-05 (from id) WillWang1113/GenTS/gents/common/_utils.py dadec7f7cc09688a ran · honoured contract fingerprinted MIT (permissive)
D2ACE: Multi-Label Batch Selection Guided by Dual Dynamics and Adaptive Correlation Enhancement added by Syntology 2026-05 (from id) iunanyou/D2ACE/model.py 3cd91116c815d020 ran · our draft was wrong fingerprinted no licence file found · pointer only
Proxy-Guided Measurement Calibration added by Syntology 2026-03 (from id) sak-18/proxy-guided-calibration/src/pgmc/vae_models.py 8425038dea1085de ran · our draft was wrong fingerprinted no licence file found · pointer only
OATS: Online Data Augmentation for Time Series Foundation Models added by Syntology 2026-01 (from id) microsoft/TimeCraft/Diff-MN/models/kovae.py dadec7f7cc09688a ran · honoured contract fingerprinted MIT (permissive)
ChatVLA-2: Vision-Language-Action Model with Open-World Embodied Reasoning from Pretrained Knowledge 28 May 2025 tutujingyugang1/ChatVLA_public/torch_utils.py cf0310bb83608134 unverified MIT (permissive)
Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoder 12 Mar 2025 identical code first harvested elsewhere 3cd91116c815d020 ran · our draft was wrong fingerprinted licence of this copy not recorded
TinyVLA: Towards Fast, Data-Efficient Vision-Language-Action Models for Robotic Manipulation 19 Sep 2024 liyaxuanliyaxuan/TinyVLA/torch_utils.py cf0310bb83608134 unverified MIT (permissive)
GR-MG: Leveraging Partially Annotated Data via Multi-Modal Goal-Conditioned Policy 26 Aug 2024 bytedance/GR-MG/policy/model/model.py 7546ec17a25b5f91 ran fingerprinted Apache-2.0 (permissive)
BMRS: Bayesian Model Reduction for Structured Pruning 3 Jun 2024 saintslab/bmrs-structured-pruning/modules/layers.py d71a61ef4305cdc5 ran · our draft was wrong fingerprinted no licence file found · pointer only
A Probabilistic Model Behind Self-Supervised Learning 2 Feb 2024 alicebizeul/simvae/src/model/models.py f02ceba98bd976b0 ran fingerprinted no licence file found · pointer only
Neural Graph Control Barrier Functions Guided Distributed Collision-avoidance Multi-agent Control 21 Nov 2023 MIT-REALM/gcbf-pytorch/gcbf/controller/utils.py 53cef5173a4c7f53 ran fingerprinted no licence file found · pointer only
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs 4 Oct 2023 azencot-group/KoVAE/models/kovae.py dadec7f7cc09688a ran · honoured contract fingerprinted no licence file found · pointer only
CR-VAE: Contrastive Regularization on Variational Autoencoders for Preventing Posterior Collapse 6 Sep 2023 ligerfotis/crvae/model/crvae_model.py 2f6aa7a616eabb09 ran · our draft was wrong no licence file found · pointer only
Pruning vs Quantization: Which is Better? 6 Jul 2023 Qualcomm-AI-research/pruning-vs-quantization/pruning/pruning_manager.py 876d9a307ee3b496 ran BSD-3-Clause-Clear · pointer only
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation 25 May 2023 identical code first harvested elsewhere dadec7f7cc09688a ran · honoured contract fingerprinted licence of this copy not recorded
Robust Model-Based Optimization for Challenging Fitness Landscapes 23 May 2023 sabagh1994/pgvae/pgvae/pgvae.py c28f74f4a6577670 ran · our draft was wrong licence not identified · pointer only
Deep Variational Implicit Processes 14 Jun 2022 ludvins/deepvariationalimplicitprocesses/src/dvip.py 2a8846306c2df5bf ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Variational Sparse Coding with Learned Thresholding 7 May 2022 kfallah/manifold-contrastive/src/model/manifold/vi_encoder.py 3522556f6aac7d0a ran no licence file found · pointer only
Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer 4 May 2022 sharan21/EPAAE/model.py 447585e6fedec167 ran · our draft was wrong fingerprinted no licence file found · pointer only
Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks 28 Jan 2022 SCccc21/Knowledge-Enriched-DMI/attack.py 3c7bb63b7354af4f unverified MIT (permissive)
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification 2 Dec 2021 junwenbai/c-gmvae/model.py 3cd91116c815d020 ran · our draft was wrong fingerprinted no licence file found · pointer only
Pathdreamer: A World Model for Indoor Navigation 18 May 2021 google-research/pathdreamer/models/point_cloud_models.py 579dc1e53eab3741 unverified Apache-2.0 (permissive)
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation 10 Feb 2021 KarlXing/LUSR/model.py 588fadd7be65d6de ran · our draft was wrong fingerprinted no licence file found · pointer only
Weakly Supervised Disentangled Generative Causal Representation Learning 6 Oct 2020 xwshen51/DEAR/bgm.py 5b3c8bcd1091cbb0 unverified Apache-2.0 (permissive)
Graph Convolutional Networks for Graphs Containing Missing Features 9 Jul 2020 marblet/GCNmf/models/vgae.py d8a50e7a9ba5935a unverified MIT (permissive)
Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single Sample 22 Jun 2020 shirgur/hp-vae-gan/modules/networks_2d.py 7ece33dc91eac801 unverified MIT (permissive)
Capturing Label Characteristics in VAEs 17 Jun 2020 mori97/revae/models/mnist.py d7b93d9b79b19888 ran · our draft was wrong fingerprinted MIT (permissive)
Semantic Image Synthesis with Spatially-Adaptive Normalization 18 Mar 2019 GrahamRigby/GauGanPlus/Models.py 26ebad4d064f2bf8 ran · our draft was wrong fingerprinted no licence file found · pointer only
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders 27 Apr 2018 ananyahjha93/cycle-consistent-vae/utils.py 579f5a3676c471b2 unverified MIT (permissive)
Compressing Neural Networks using the Variational Information Bottleneck 28 Feb 2018 zhuchen03/VIBNet/ib_layers.py a744358ed458a3a2 unverified MIT (permissive)
Proximal Policy Optimization Algorithms 20 Jul 2017 hmhuy0/SIM-RL/Sources/algo/ppo.py b1c9c127240c75d8 ran · our draft was wrong fingerprinted no licence file found · pointer only
Proximal Policy Optimization Algorithms 20 Jul 2017 mit-realm/neuriss/neuriss/rl/ppo.py 6741967893f01eac ran · our draft was wrong fingerprinted MIT (permissive)
Proximal Policy Optimization Algorithms 20 Jul 2017 ku2482/gail-airl-ppo.pytorch/gail_airl_ppo/algo/ppo.py 7c5e74bc668cf5cc ran · our draft was wrong fingerprinted MIT (permissive)
Auto-Encoding Variational Bayes 20 Dec 2013 GuHongyang/VAEs/models/VAE.py 40936e16bbb2b6d9 ran fingerprinted no licence file found · pointer only
arXiv:ijcai2025_1031 yczju/cycseq/models/utils.py 9533a4fd752317b3 unverified MIT (permissive)
arXiv:aaai_29913 clovaai/TVQ-VAE/document_analysis/model.py 447585e6fedec167 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
arXiv:aaai_29726 shesshan/CEIB/model_utils.py 4a9eab5fbae732c4 unverified MIT (permissive)
arXiv:aaai_20580 6b5d/mmali/models/mmali/factor2.py efc66d6033ca6f88 ran · our draft was wrong fingerprinted no licence file found · pointer only

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