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get_encoder

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

get_encoder appears in the code Syntology harvested for 45 papers, as 38 distinct code bodies found in 46 places (a place is one code body under one paper). At least one of them ran in 8 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 get_encoder 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 9 of the 38 distinct code bodies named get_encoder; 29 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
9ran
29unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 12 of the 46 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

45 papers shown of 45, newest first; 46 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 3 papers added by Syntology; 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
Enabling Progressive Whole-slide Image Analysis with Multi-scale Pyramidal Network added by Syntology 2026-02 (from id) mahmoodlab/UNI/uni/get_encoder/get_encoder.py a07e1b2d1139417d unverified licence not identified · pointer only
MRAG: Benchmarking Retrieval-Augmented Generation for Bio-medicine added by Syntology 2026-01 (from id) hendrycks/test/crop.py 3c57d0ee2854879f unverified MIT (permissive)
Selecting Language Models for Social Science: Start Small, Start Open, and Validate Preprint XX(X):1-22 ©The Author(s) 2026 added by Syntology 2026-01 (from id) openai/gpt-2/src/encoder.py 397a32951f1c4736 unverified licence not identified · pointer only
Structured Generations: Using Hierarchical Clusters to guide Diffusion Models 8 Jul 2024 JoGo175/diffuse-treevae/models/model.py 2790832643c5bb1a unverified no licence file found · pointer only
DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data 6 Jun 2024 qihao067/direct3d/lib/ops/encoding.py 6ac1e2c2159d77f9 ran MIT (permissive)
TalkingGaussian: Structure-Persistent 3D Talking Head Synthesis via Gaussian Splatting 23 Apr 2024 Fictionarry/TalkingGaussian/encoding.py 524cb67e717d865a unverified no licence file found · pointer only
CombiNeRF: A Combination of Regularization Techniques for Few-Shot Neural Radiance Field View Synthesis 21 Mar 2024 sarroccoluigi/combinerf/encoding.py 8e28f039d311961c unverified MIT (permissive)
Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal 2 Mar 2024 DeepLearnXMU/SSR/mmlu_test/crop.py 3c57d0ee2854879f unverified Apache-2.0 (permissive)
AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint Synthesis 27 Feb 2024 tangtaogo/alignmif/lidarnerf/encoding.py 0eaf72cf098311a6 unverified MIT (permissive)
Cross-modal Retrieval for Knowledge-based Visual Question Answering 11 Jan 2024 paullerner/viquae/meerqat/image/embedding.py f9ac9b65a5d2c881 ran licence not identified · pointer only
Towards Transferable Targeted 3D Adversarial Attack in the Physical World 15 Dec 2023 aries-iai/tt3d/encoding.py 2c522310c146f6ed unverified MIT (permissive)
MorpheuS: Neural Dynamic 360° Surface Reconstruction from Monocular RGB-D Video 1 Dec 2023 HengyiWang/MorpheuS/models/encodings.py a633447366175f5e ran Apache-2.0 (permissive)
SyncTalk: The Devil is in the Synchronization for Talking Head Synthesis 29 Nov 2023 ZiqiaoPeng/SyncTalk/nerf_triplane/encoding.py c772127017598c32 unverified licence not identified · pointer only
Context-Aware Meta-Learning 17 Oct 2023 cfifty/CAML/src/models/CAML.py e4950f6c71b41722 unverified MIT (permissive)
NeRRF: 3D Reconstruction and View Synthesis for Transparent and Specular Objects with Neural Refractive-Reflective Fields 22 Sep 2023 dawning77/nerrf/src/model/encoding.py 5bb07837a66a0414 ran no licence file found · pointer only
IT3D: Improved Text-to-3D Generation with Explicit View Synthesis 22 Aug 2023 buaacyw/it3d-text-to-3d/encoding.py 4951a3c8f9f7bc45 ran licence not identified · pointer only
TeCH: Text-guided Reconstruction of Lifelike Clothed Humans 16 Aug 2023 huangyangyi/tech/core/lib/encoding.py f8e889919d6ffe62 ran MIT (permissive)
TeCH: Text-guided Reconstruction of Lifelike Clothed Humans 16 Aug 2023 huangyangyi/tech/core/lib/network_utils.py cd89be610e2d21cd ran MIT (permissive)
Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models 7 Aug 2023 snudm-starlab/k-prune/src/utils/arch.py 04b8921a51f5f4bc ran no licence file found · pointer only
Efficient Region-Aware Neural Radiance Fields for High-Fidelity Talking Portrait Synthesis 18 Jul 2023 fictionarry/er-nerf/encoding.py c772127017598c32 unverified MIT (permissive)
Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors 30 Jun 2023 guochengqian/magic123/encoding.py 9d6732ad20b669d3 unverified Apache-2.0 (permissive)
HiFA: High-fidelity Text-to-3D Generation with Advanced Diffusion Guidance 30 May 2023 JunzheJosephZhu/HiFA/encoding.py 925971c108f1976f unverified Apache-2.0 (permissive)
Fantasia3D: Disentangling Geometry and Appearance for High-quality Text-to-3D Content Creation 24 Mar 2023 ashawkey/fantasia3d.unofficial/geometry/dmtet.py 404590cea670d79b ran MIT (permissive)
Delicate Textured Mesh Recovery from NeRF via Adaptive Surface Refinement 3 Mar 2023 ashawkey/nerf2mesh/encoding.py 5779934e04939755 unverified MIT (permissive)
ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation 27 Feb 2023 lukemelas/realfusion/encoding.py 0a816b8f3726f079 unverified Apache-2.0 (permissive)
DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models 23 Feb 2023 nianticlabs/diffusionerf/encoding.py 5ca70dba4b451eee unverified MIT (permissive)
RealFusion: 360° Reconstruction of Any Object from a Single Image 21 Feb 2023 SusungHong/IF-DreamFusion/encoding.py 9d6732ad20b669d3 unverified Apache-2.0 (permissive)
Real-time Neural Radiance Talking Portrait Synthesis via Audio-spatial Decomposition 22 Nov 2022 ashawkey/RAD-NeRF/encoding.py c772127017598c32 unverified MIT (permissive)
Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures 14 Nov 2022 eladrich/latent-nerf/src/latent_nerf/models/encoding.py 5155231c1649ede5 unverified MIT (permissive)
Compressible-composable NeRF via Rank-residual Decomposition 30 May 2022 ashawkey/torch-ngp/tensoRF/network_cc.py 524cb67e717d865a unverified MIT (permissive)
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision 4 Mar 2022 HiLab-git/WSL4MIS/code/networks/efficient_encoder.py 3cf1b60f49596c82 unverified MIT (permissive)
Zero-Shot Text-Guided Object Generation with Dream Fields 2 Dec 2021 shengyu-meng/dreamfields-3D/encoding.py 72d37c800336a0ba unverified MIT (permissive)
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image 3 Nov 2021 luoxd1996/wsl4mis/code/networks/efficient_encoder.py 3cf1b60f49596c82 unverified MIT (permissive)
Vision-Only Robot Navigation in a Neural Radiance World 2021-10 (from id) mikh3x4/nerf-navigation/encoding.py 524cb67e717d865a unverified MIT (permissive)
Layout-Guided Novel View Synthesis from a Single Indoor Panorama 31 Mar 2021 facebookresearch/synsin/models/z_buffermodel.py 45c7a89521714a7e unverified licence not identified · pointer only
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 lukas-blecher/LaTeX-OCR/pix2tex/models/hybrid.py cbf60284ff51ed55 unverified MIT (permissive)
Adaptive Meta-Learning for Identification of Rover-Terrain Dynamics 21 Sep 2020 StanfordASL/rover-meta-learning/src/models/alpaca_consistent.py beaebae09690f888 unverified MIT (permissive)
Measuring Massive Multitask Language Understanding 7 Sep 2020 ollmer/mmlu/crop.py 3c57d0ee2854879f unverified MIT (permissive)
Neural Sparse Voxel Fields 22 Jul 2020 facebookresearch/NSVF/fairnr/modules/encoder.py ae3189745a86fa4d unverified MIT recorded; this copy not marked cleared · pointer only
Emergent Multi-Agent Communication in the Deep Learning Era 3 Jun 2020 brendon-boldt/xferbench/xferbench/model/common.py e286dbe12a8ba106 unverified MIT (permissive)
MicroNet for Efficient Language Modeling 16 May 2020 mit-han-lab/neurips-micronet/u.py 3a5906ac3db6e4b8 unverified MIT (permissive)
Towards Near-imperceptible Steganographic Text 15 Jul 2019 falcondai/lm-steganography/encoder.py aefc93690db453b0 unverified MIT (permissive)
Deep Variational Reinforcement Learning for POMDPs 6 Jun 2018 maximilianigl/DVRL/code/encoder_decoder.py f2c9426d0a20770c unverified Apache-2.0 (permissive)
A Closed-form Solution to Photorealistic Image Stylization 19 Feb 2018 sleebapaul/AuriaKathi/GPT_2_Finetuning/gpt_2_simple/encoder.py f07cfbd0acf91fbe unverified MIT (permissive)
Neural Discrete Representation Learning 2 Nov 2017 explainingai-code/VQVAE-Pytorch/model/vqvae.py a22596d18953971d unverified no licence file found · pointer only
arXiv:2023.emnlp-main.534 PreferredAI/superposed-topics/gpt2/bpe_encoder.py a60a309a8a0b21b2 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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