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get_embedder

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

get_embedder appears in the code Syntology harvested for 88 papers, as 45 distinct code bodies found in 89 places (a place is one code body under one paper). At least one of them ran in 60 of the papers; 4 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_embedder 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 26 of the 45 distinct code bodies named get_embedder; 19 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
15ran · our draft was wrong
0ran · fixture could not drive it
11ran
19unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 24 of the 89 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

88 papers shown of 88, newest first; 89 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; 7 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
Principles and Practice of Deep Representation Learning or A Mathematical Theory of Memory added by Syntology 2026-06 (from id) NeuralCarver/Michelangelo/michelangelo/models/modules/embedder.py 9e9ecb49050c7050 ran GPL-3.0 (copyleft) · pointer only
METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues added by Syntology 2026-04 (from id) Humphrey-0125/METRO/src/runtime/metro_p4g.py 7f69632779ebb908 unverified no licence file found · pointer only
Flux4D: Flow-based Unsupervised 4D Reconstruction added by Syntology 2025-12 (from id) ziyc/drivestudio/models/modules.py 8d68829e9ebe344d ran · our draft was wrong MIT (permissive)
arXiv:2506.15201 2025-06 (from id) JiayinXu5499/PSIC/models/fourier_cond.py 7ce3bda4d82a28fc unverified MIT (permissive)
RoGSplat: Learning Robust Generalizable Human Gaussian Splatting from Sparse Multi-View Images 18 Mar 2025 isee-laboratory/rogsplat/lib/modules/gs_regresser.py 23a994dc4b638c73 ran · our draft was wrong no licence file found · pointer only
SADG: Segment Any Dynamic Gaussian Without Object Trackers 28 Nov 2024 yunjinli/SADG-SegmentAnyDynamicGaussian/gui_standalone.py 8d68829e9ebe344d ran · our draft was wrong MIT (permissive)
LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes 11 Nov 2024 quzefan/LuSh-NeRF/utils/run_lushnerf_helpers.py c99caa4af7646b2e unverified MIT (permissive)
From Transparent to Opaque: Rethinking Neural Implicit Surfaces with $α$-NeuS 8 Nov 2024 728388808/alpha-NeuS/models/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong no licence file found · pointer only
X-Drive: Cross-modality consistent multi-sensor data synthesis for driving scenarios 2 Nov 2024 yichen928/x-drive/xdrive/networks/embedder.py c397792740fe1474 unverified Apache-2.0 (permissive)
SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction 17 Sep 2024 markomih/splatfields/scene/deform_model.py 8d68829e9ebe344d ran · our draft was wrong no licence file found · pointer only
PROSE-FD: A Multimodal PDE Foundation Model for Learning Multiple Operators for Forecasting Fluid Dynamics 15 Sep 2024 felix-lyx/prose/prose_fd/models/embedder.py 8d4035096151a3c2 unverified MIT (permissive)
RS-NeRF: Neural Radiance Fields from Rolling Shutter Images 14 Jul 2024 myniuuu/rs-nerf/nerf.py f33c022650827208 ran no licence file found · pointer only
Physics-Informed Learning of Characteristic Trajectories for Smoke Reconstruction 12 Jul 2024 19reborn/pict_smoke/src/network/neus_field.py d576186e57eab103 ran no licence file found · pointer only
Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding 12 Jul 2024 zhyuan11/SPE/codes/3d_NeRF/run_nerf_helpers.py a0a5281ac4dfe52d ran · our draft was wrong fingerprinted MIT (permissive)
CORE4D: A 4D Human-Object-Human Interaction Dataset for Collaborative Object REarrangement 27 Jun 2024 leolyliu/core4d-instructions/benchmarks/interaction_synthesis/FID_score/layers.py d402177f304ff725 ran no licence file found · pointer only
GenS: Generalizable Neural Surface Reconstruction from Multi-View Images 4 Jun 2024 prstrive/gens/models/modules/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
CraftsMan3D: High-fidelity Mesh Generation with 3D Native Generation and Interactive Geometry Refiner 23 May 2024 wyysf-98/craftsman/craftsman/models/autoencoders/dora_autoencoder.py 9e2fda9b596dfbd6 unverified no licence file found · pointer only
EMOPortraits: Emotion-enhanced Multimodal One-shot Head Avatars 29 Apr 2024 neeek2303/EMOPortraits/networks/volumetric_avatar/volume_renderer.py a9f157f50bfdc4d5 ran · our draft was wrong Apache-2.0 (permissive)
GoMAvatar: Efficient Animatable Human Modeling from Monocular Video Using Gaussians-on-Mesh 11 Apr 2024 wenj/GoMAvatar/models/modules/shadow_module.py 40caf9fbfe050a14 unverified MIT (permissive)
GoMAvatar: Efficient Animatable Human Modeling from Monocular Video Using Gaussians-on-Mesh 11 Apr 2024 wenj/GoMAvatar/models/modules/non_rigid_module.py e089d241723dc60b unverified MIT (permissive)
QuasiSim: Parameterized Quasi-Physical Simulators for Dexterous Manipulations Transfer 11 Apr 2024 meowuu7/quasisim/models/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
SC4D: Sparse-Controlled Video-to-4D Generation and Motion Transfer 4 Apr 2024 jarrentwu1031/sc4d/pos_enc.py 0582b921f88193d0 ran Apache-2.0 (permissive)
CoherentGS: Sparse Novel View Synthesis with Coherent 3D Gaussians 28 Mar 2024 avinashpaliwal/coherentgs/scene/gaussian_model.py 259d976779732657 ran · our draft was wrong licence not identified · pointer only
EscherNet: A Generative Model for Scalable View Synthesis 6 Feb 2024 kxhit/EscherNet/3drecon/renderer/neus_networks.py bb0e12df9c0d2a05 ran · our draft was wrong no licence file found · pointer only
ZeroShape: Regression-based Zero-shot Shape Reconstruction 21 Dec 2023 zxhuang1698/ZeroShape/utils/layers.py 61d91f6e5c3a39c4 ran no licence file found · pointer only
3DGS-Avatar: Animatable Avatars via Deformable 3D Gaussian Splatting 14 Dec 2023 mikeqzy/3dgs-avatar-release/models/network_utils.py 6bca1a7c94b6293f unverified MIT (permissive)
ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering 10 Dec 2023 kv2000/ASH/scene/unet_2.py bb0e12df9c0d2a05 ran · our draft was wrong no licence file found · pointer only
DreamComposer: Controllable 3D Object Generation via Multi-View Conditions 6 Dec 2023 yhyang-myron/DreamComposer/renderer/neus_networks.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
HHAvatar: Gaussian Head Avatar with Dynamic Hairs 5 Dec 2023 yuelangx/gaussian-head-avatar/lib/network/PositionalEmbedding.py 8e40e80056b874fa ran licence not identified · pointer only
GauHuman: Articulated Gaussian Splatting from Monocular Human Videos 5 Dec 2023 skhu101/gauhuman/nets/mlp_delta_weight_lbs.py 23a994dc4b638c73 ran · our draft was wrong no licence file found · pointer only
GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians 4 Dec 2023 aipixel/gaussianavatar/model/modules.py 94d79c473e827470 ran MIT (permissive)
GeoDream: Disentangling 2D and Geometric Priors for High-Fidelity and Consistent 3D Generation 29 Nov 2023 baaivision/GeoDream/mv-diffusion/One-2-3-45-by-view/reconstruction/models/embedder.py 34fec16707b58a8d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Spiking NeRF: Representing the Real-World Geometry by a Discontinuous Representation 15 Nov 2023 liaozhanfeng/spiking-nerf/run_nerf_helpers_snn.py d26ffa77f1cd53a6 ran · our draft was wrong no licence file found · pointer only
SIRe-IR: Inverse Rendering for BRDF Reconstruction with Shadow and Illumination Removal in High-Illuminance Scenes 19 Oct 2023 ingra14m/sire-ir/model/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
Robust Zero Level-Set Extraction from Unsigned Distance Fields Based on Double Covering 5 Oct 2023 jjjkkyz/dcudf/models/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
MagicDrive: Street View Generation with Diverse 3D Geometry Control 4 Oct 2023 cure-lab/magicdrive/magicdrive/networks/embedder.py c397792740fe1474 unverified Apache-2.0 (permissive)
ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images 16 Sep 2023 taekkii/exblurf/run_nerf_helpers.py c99caa4af7646b2e unverified MIT (permissive)
InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion 31 Aug 2023 Sirui-Xu/InterDiff/interdiff/model/layers.py d402177f304ff725 ran MIT (permissive)
Learning a More Continuous Zero Level Set in Unsigned Distance Fields through Level Set Projection 22 Aug 2023 junshengzhou/LevelSetUDF/models/fields.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
Coordinate Quantized Neural Implicit Representations for Multi-view Reconstruction 21 Aug 2023 machineperceptionlab/cq-nir/neus_cq/models/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong no licence file found · pointer only
TeCH: Text-guided Reconstruction of Lifelike Clothed Humans 16 Aug 2023 huangyangyi/tech/core/lib/network_utils.py d5b158881d454655 ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:2308.08231 2023-08 (from id) ZhangCYG/DDFHO/models/dec_ddf.py 7a7f7f4a1e7d7964 ran no licence file found · pointer only
ObjectSDF++: Improved Object-Compositional Neural Implicit Surfaces 15 Aug 2023 qianyiwu/objectsdf_plus/code/model/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
Strivec: Sparse Tri-Vector Radiance Fields 25 Jul 2023 Zerg-Overmind/Strivec/mvs/models.py 395753186d53029e ran no licence file found · pointer only
NeRO: Neural Geometry and BRDF Reconstruction of Reflective Objects from Multiview Images 27 May 2023 liuyuan-pal/nero/network/field.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
REC-MV: REconstructing 3D Dynamic Cloth from Monocular Videos 23 May 2023 GAP-LAB-CUHK-SZ/REC-MV/model/Embedder.py f59e06c397ed1a89 unverified MIT (permissive)
PET-NeuS: Positional Encoding Tri-Planes for Neural Surfaces 9 May 2023 yiqun-wang/pet-neus/models/triplane_pet.py 52efa53cca57e3e6 ran · our draft was wrong no licence file found · pointer only
Hybrid Neural Rendering for Large-Scale Scenes with Motion Blur 25 Apr 2023 CVMI-Lab/HybridNeuralRendering/models/mvs/models.py 395753186d53029e ran Apache-2.0 (permissive)
Looking Through the Glass: Neural Surface Reconstruction Against High Specular Reflections 18 Apr 2023 jiaxiongq/neus-hsr/models/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
VDN-NeRF: Resolving Shape-Radiance Ambiguity via View-Dependence Normalization 31 Mar 2023 BoifZ/VDN-NeRF/dpt_models/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
NeuFace: Realistic 3D Neural Face Rendering from Multi-view Images 24 Mar 2023 aejion/neuface/render_model/embedder.py 40caf9fbfe050a14 unverified MIT (permissive)
NeAT: Learning Neural Implicit Surfaces with Arbitrary Topologies from Multi-view Images 21 Mar 2023 xmeng525/NeAT/models/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
Multi-Realism Image Compression with a Conditional Generator 28 Dec 2022 Nikolai10/MRIC/src/fourier_cond.py bdc9f14656da42b6 unverified Apache-2.0 (permissive)
NeRF-Art: Text-Driven Neural Radiance Fields Stylization 15 Dec 2022 cassiePython/NeRF-Art/models/base.py 8fa39b1ba521d6b5 ran · our draft was wrong MIT (permissive)
BAD-NeRF: Bundle Adjusted Deblur Neural Radiance Fields 23 Nov 2022 WU-CVGL/BAD-NeRF/nerf.py f33c022650827208 ran MIT (permissive)
DP-NeRF: Deblurred Neural Radiance Field with Physical Scene Priors 22 Nov 2022 dogyoonlee/dp-nerf/utils/run_dpnerf_helpers.py c99caa4af7646b2e unverified MIT (permissive)
Multi-Object Navigation with dynamically learned neural implicit representations 11 Oct 2022 PierreMarza/dynamic_implicit_representations/habitat_baselines/rl/models/implicit_representation.py c0d4ae2a2ad451d8 unverified MIT (permissive)
Loc-NeRF: Monte Carlo Localization using Neural Radiance Fields 2022-09 (from id) mit-spark/loc-nerf/src/full_nerf_helpers.py d26ffa77f1cd53a6 ran · our draft was wrong MIT (permissive)
DoF-NeRF: Depth-of-Field Meets Neural Radiance Fields 1 Aug 2022 zijinwuzijin/dof-nerf/nerf_model.py d26ffa77f1cd53a6 ran · our draft was wrong MIT (permissive)
Compositional Human-Scene Interaction Synthesis with Semantic Control 26 Jul 2022 zkf1997/COINS/interaction/interaction_model.py d402177f304ff725 ran MIT (permissive)
Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance 20 Jul 2022 zzh-tech/Animation-from-Blur/model/MBD.py 27896d9013affe10 ran · our draft was wrong no licence file found · pointer only
NeuRIS: Neural Reconstruction of Indoor Scenes Using Normal Priors 27 Jun 2022 jiepengwang/NeuRIS/models/embedder.py 34fec16707b58a8d ran · our draft was wrong fingerprinted MIT (permissive)
HF-NeuS: Improved Surface Reconstruction Using High-Frequency Details 15 Jun 2022 yiqun-wang/hfs/models/fields_high.py e4e4a2657fdd4813 ran · our draft was wrong MIT (permissive)
SNeS: Learning Probably Symmetric Neural Surfaces from Incomplete Data 13 Jun 2022 eldar/snes/models/embedder.py 41f4831e3edaa59f unverified MIT (permissive)
SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse Views 12 Jun 2022 xxlong0/sparseneus/models/embedder.py 34fec16707b58a8d ran · our draft was wrong fingerprinted MIT (permissive)
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction 1 Jun 2022 autonomousvision/monosdf/code/model/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
Geo-Neus: Geometry-Consistent Neural Implicit Surfaces Learning for Multi-view Reconstruction 31 May 2022 ghixu/geo-neus/models/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
BNV-Fusion: Dense 3D Reconstruction using Bi-level Neural Volume Fusion 3 Apr 2022 likojack/bnv_fusion/src/models/fusion/embedder.py 40caf9fbfe050a14 unverified MIT (permissive)
UV Volumes for Real-time Rendering of Editable Free-view Human Performance 27 Mar 2022 fanegg/UV-Volumes/lib/networks/embedder.py 23a994dc4b638c73 ran · our draft was wrong MIT (permissive)
I M Avatar: Implicit Morphable Head Avatars from Videos 14 Dec 2021 zhengyuf/imavatar/code/model/embedder.py 40caf9fbfe050a14 unverified MIT (permissive)
Deblur-NeRF: Neural Radiance Fields from Blurry Images 29 Nov 2021 limacv/Deblur-NeRF/run_nerf_helpers.py c99caa4af7646b2e unverified MIT (permissive)
Volume Rendering of Neural Implicit Surfaces 22 Jun 2021 lioryariv/volsdf/code/model/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction 20 Jun 2021 Totoro97/NeuS/models/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
LoRA: Low-Rank Adaptation of Large Language Models 17 Jun 2021 lif31up/attention-is-all-you-need/config.py 2792e933b772b0f7 unverified MIT (permissive)
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction 20 Apr 2021 ventusff/neurecon/models/frameworks/unisurf.py 8fa39b1ba521d6b5 ran · our draft was wrong MIT (permissive)
Direct-PoseNet: Absolute Pose Regression with Photometric Consistency 8 Apr 2021 ActiveVisionLab/direct-posenet/script/run_nerf_helpers.py 737c403b9968484c unverified MIT (permissive)
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes 8 Apr 2021 xuchen-ethz/SNARF/lib/model/network.py 40caf9fbfe050a14 unverified MIT (permissive)
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks 7 Apr 2021 shunsukesaito/SCANimate/lib/model/IGRSDFNet.py 3f0832197151cd61 ran licence not identified · pointer only
PlenOctrees for Real-time Rendering of Neural Radiance Fields 25 Mar 2021 suoxinkey/PlenOctrees_NeRF-SH/modeling/spacenet.py 4600902bb4439578 ran · our draft was wrong fingerprinted MIT (permissive)
NeRF--: Neural Radiance Fields Without Known Camera Parameters 14 Feb 2021 ventusff/improved-nerfmm/models/nerf_base.py bd5b7f78bc4e9ca0 ran · our draft was wrong MIT (permissive)
Instance Selection for GANs 30 Jul 2020 uoguelph-mlrg/instance_selection_for_gans/instance_selection.py 8c0803be6096a937 unverified licence not identified · pointer only
Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance 22 Mar 2020 lioryariv/idr/code/model/embedder.py 40caf9fbfe050a14 unverified MIT (permissive)
Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research 12 Nov 2019 NVIDIAGameWorks/kaolin/examples/tutorial/dmtet_network.py d5b158881d454655 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Large Scale GAN Training for High Fidelity Natural Image Synthesis 28 Sep 2018 identical code first harvested elsewhere 8c0803be6096a937 unverified licence of this copy not recorded
arXiv:aaai_28241 sihwa-park/nebla/point_embedder.py 402130a081985906 unverified MIT (permissive)
arXiv:Zhang_Point_Cloud_Upsampling_Using_Conditional_Diffusion_Module_with_Adaptive_Noise_CVPR_2025_paper Baty2023/PDANS/pointnet2/models/model_utils.py ac20c3c0e5a6a289 unverified MIT (permissive)
arXiv:Zhan_NeRFrac_Neural_Radiance_Fields_through_Refractive_Surface_ICCV_2023_paper Yifever20002/NeRFrac/run_nerfrac_helpers.py d26ffa77f1cd53a6 ran · our draft was wrong MIT (permissive)
arXiv:Ling_ShadowNeuS_Neural_SDF_Reconstruction_by_Shadow_Ray_Supervision_CVPR_2023_paper gerwang/ShadowNeuS/models/embedder.py bb0e12df9c0d2a05 ran · our draft was wrong MIT (permissive)
arXiv:136970568 cvlab-stonybrook/Iso-UVField/code/model/embedder.py c08ac5a3b4184e50 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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