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register_model

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

register_model appears in the code Syntology harvested for 68 papers, as 39 distinct code bodies found in 68 places (a place is one code body under one paper). At least one of them ran in 25 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 register_model 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 16 of the 39 distinct code bodies named register_model; 23 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
7ran · our draft was wrong
0ran · fixture could not drive it
9ran
23unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 16 of the 68 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

68 papers shown of 68, newest first; 68 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 11 papers added by Syntology; 5 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
Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference added by Syntology 2026-08 (from id) burcgokden/lm-evaluation-harness-with-PLDR-LLM/lm_eval/models/pldrllm.py d5ad2bdbe66d6986 unverified MIT (permissive)
Sample Efficient Generative Optimization for Molecular Design added by Syntology 2026-07 (from id) schwallergroup/sego/models/mamba.py 40e60f727737ff3a ran licence not identified · pointer only
Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training added by Syntology 2026-06 (from id) jinymusim/ART/src/reasoning_with_art/models/base.py 86d8604bdec33355 ran BSD-3-Clause (permissive)
How VLAs Fail Differently: Black-Box Action Monitoring Reveals Architecture-Specific Failure Signatures added by Syntology 2026-05 (from id) krishnam94/vla-edge/src/vla_edge/registry.py d31a8542ca609da1 unverified Apache-2.0 (permissive)
Conveyance: A Versatile Framework for Learning in Structured Class Spaces added by Syntology 2026-05 (from id) ZKI-PH-ImageAnalysis/Conveyance/MIL/src/conveyance/registry.py fb36b1009b071a4c unverified MIT (permissive)
Do Deep Ensembles Actually Capture Uncertainty in Graph Neural Networks? added by Syntology 2026-05 (from id) PedrV/gnn-uq-inspector/inspector/models/registry.py f5c7648595c6fde0 ran Apache-2.0 (permissive)
FlashFPS: Efficient Farthest Point Sampling for Large-Scale Point Clouds via Pruning and Caching added by Syntology 2026-04 (from id) Yuzhe-Fu/FlashFPS/FlashFPS-Openpoints/openpoints/models/registry.py e13039fb1c347452 unverified licence not identified · pointer only
WorkRB: A Community-Driven Evaluation Framework for AI in the Work Domain added by Syntology 2026-04 (from id) techwolf-ai/WorkRB/src/workrb/registry.py ed46f89654a952a1 unverified Apache-2.0 (permissive)
Reverse Distillation: Consistently Scaling Protein Language Model Representations added by Syntology 2026-03 (from id) rohitsinghlab/plm_reverse_distillation/src/reverse_distillation/pretrained.py 36c38d459c3c0da8 unverified MIT (permissive)
Structure-based RNA Design by Step-wise Optimization of Latent Diffusion Model added by Syntology 2026-01 (from id) ml4bio/RiboDiffusion/models/utils.py 0a25a428e86e4faa unverified MIT (permissive)
Glitter: Visualizing Lexical Surprisal for Readability in Administrative Texts added by Syntology 2026-01 (from id) ufal/Glitter/src/ponk_glitter/lib/glitter_models.py 96c05bedb9e3fef2 unverified GPL-3.0 (copyleft) · pointer only
arXiv:2507.06996 2025-07 (from id) eunbyeol-cho/RawMed/ehrsyn/modules/event_autoencoder.py 7665301838907b44 ran · our draft was wrong no licence file found · pointer only
EvoAgentX: An Automated Framework for Evolving Agentic Workflows 4 Jul 2025 evoagentx/evoagentx/evoagentx/core/registry.py bd3d0641cc6740b7 unverified licence not identified · pointer only
SeisMoLLM: Advancing Seismic Monitoring via Cross-modal Transfer with Pre-trained Large Language Model 27 Feb 2025 StarMoonWang/SeisMoLLM/models/_factory.py 622781abb7d89042 unverified MIT (permissive)
FlowPolicy: Enabling Fast and Robust 3D Flow-based Policy via Consistency Flow Matching for Robot Manipulation 2024-12 (from id) zql-kk/flowpolicy/FlowPolicy/flow_policy_3d/models/utils.py e4b39361eb110388 unverified MIT (permissive)
Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension 26 Nov 2024 Ced3-han/PepHAR/models/_base.py be3d8f2945b52b90 ran · our draft was wrong MIT (permissive)
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight 21 Oct 2024 blue-531/TALoS/network/cylinder_spconv_3d_unlock.py 9416a0d63c5a653a unverified no licence file found · pointer only
Geometric Representation Condition Improves Equivariant Molecule Generation 4 Oct 2024 GraphPKU/GeoRCG/EDM_based/models_GeoRCG/sde/sde_utils.py e4b39361eb110388 unverified no licence file found · pointer only
FAN: Fourier Analysis Networks 3 Oct 2024 yihongdong/fan/Periodicity_Modeling/architecture.py d510c4943765855d ran · our draft was wrong MIT (permissive)
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation 20 Aug 2024 Javion11/PointLiBR/openpoints/models/registry.py e13039fb1c347452 unverified MIT (permissive)
UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling 9 Aug 2024 facebookresearch/unibench/unibench/models_zoo/registry.py 443a61be3b02f5a2 ran licence not identified · pointer only
LLMBox: A Comprehensive Library for Large Language Models 8 Jul 2024 RUCAIBox/LLMBox/utilization/load_model.py 60dbaac6aae8f7ed ran MIT (permissive)
Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding 19 Jun 2024 frankenliu/LOAE/models/ced/checkpoints.py 9264a154be38fcdb unverified Apache-2.0 (permissive)
Concept-skill Transferability-based Data Selection for Large Vision-Language Models 16 Jun 2024 g-jwlee/coincide_code/COINCIDE_cluster/tinyllava/model/model_factory.py e252950871dd1df2 ran no licence file found · pointer only
SCONE: A Novel Stochastic Sampling to Generate Contrastive Views and Hard Negative Samples for Recommendation 1 May 2024 jeongwhanchoi/scone/utils_sgm.py e4b39361eb110388 unverified MIT (permissive)
X-3D: Explicit 3D Structure Modeling for Point Cloud Recognition 23 Apr 2024 sunshuofeng/X-3D/openpoints/models/registry.py e13039fb1c347452 unverified MIT (permissive)
RiboDiffusion: Tertiary Structure-based RNA Inverse Folding with Generative Diffusion Models 17 Apr 2024 ml4bio/ribodiffusion/models/utils.py 0a25a428e86e4faa unverified MIT (permissive)
Unleashing Network Potentials for Semantic Scene Completion 12 Mar 2024 fereenwong/ammnet/ammnet/models/registry.py e13039fb1c347452 unverified no licence file found · pointer only
Point Cloud Mamba: Point Cloud Learning via State Space Model 1 Mar 2024 skyworkai/pointcloudmamba/openpoints/models/registry.py e13039fb1c347452 unverified no licence file found · pointer only
Visual In-Context Prompting 22 Nov 2023 ux-decoder/dinov/dinov/architectures/registry.py be2fbb8bf98a15f7 ran no licence file found · pointer only
Equivariant Neural Operator Learning with Graphon Convolution 17 Nov 2023 ccr-cheng/infgcn-pytorch/models/_base.py be3d8f2945b52b90 ran · our draft was wrong MIT (permissive)
A Computational Framework for Solving Wasserstein Lagrangian Flows 16 Oct 2023 necludov/wl-mechanics/models/utils.py e4b39361eb110388 unverified no licence file found · pointer only
FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning 6 Oct 2023 ucsc-vlaa/fedconv/models/registry.py e13039fb1c347452 unverified MIT (permissive)
On the Role of Neural Collapse in Meta Learning Models for Few-shot Learning 30 Sep 2023 saakethmm/nc-prototypical-networks/protonets/models/factory.py 896ba48590068c68 ran MIT (permissive)
Sample-adaptive Augmentation for Point Cloud Recognition Against Real-world Corruptions 19 Sep 2023 roywangj/adaptpoint/openpoints/models/registry.py e13039fb1c347452 unverified MIT (permissive)
CED: Consistent ensemble distillation for audio tagging 2023-08 (from id) richermans/ced/models/checkpoints.py 9264a154be38fcdb unverified GPL-3.0 (copyleft) · pointer only
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models 15 Jun 2023 IDEA-Research/OpenSeeD/openseed/architectures/registry.py be2fbb8bf98a15f7 ran Apache-2.0 (permissive)
Spontaneous Symmetry Breaking in Generative Diffusion Models 31 May 2023 gabrielraya/symmetry_breaking_diffusion_models/models/utils.py 79fcc0f38b056e86 unverified MIT (permissive)
When Do Neural Nets Outperform Boosted Trees on Tabular Data? 4 May 2023 naszilla/tabzilla/TabZilla/tabzilla_alg_handler.py 2bd42c38b33200cd ran · our draft was wrong Apache-2.0 (permissive)
Self-positioning Point-based Transformer for Point Cloud Understanding 29 Mar 2023 mlvlab/SPoTr/openpoints/models/registry.py e13039fb1c347452 unverified MIT (permissive)
On the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view Clustering 17 Mar 2023 DanielTrosten/DeepMVC/src/register.py 53e699a04f764af0 unverified MIT (permissive)
Restoration based Generative Models 20 Feb 2023 Jae-Moo/RGM/models/utils.py e4b39361eb110388 unverified MIT (permissive)
BrainBERT: Self-supervised representation learning for intracranial recordings 28 Feb 2023 czlwang/brainbert/models/seeg_wav2vec.py 351d31cfb5ebb923 ran no licence file found · pointer only
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing 14 Feb 2023 ZhijieXiong/pyedmine/edmine/model/sequential_kt_model/SimpleKT.py 7a822c04227645b1 ran · our draft was wrong MIT (permissive)
GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation 4 Dec 2022 graph-0/graphgdp/models/utils.py e4b39361eb110388 unverified MIT (permissive)
A Benchmark and a Baseline for Robust Multi-view Depth Estimation 13 Sep 2022 lmb-freiburg/robustmvd/rmvd/models/registry.py 1dfeb46c44d62d62 unverified Apache-2.0 (permissive)
PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds 30 Jul 2022 cardwing/codes-for-pvkd/network/cylinder_spconv_3d.py 9416a0d63c5a653a unverified MIT (permissive)
Can CNNs Be More Robust Than Transformers? 7 Jun 2022 ucsc-vlaa/robustcnn/timm/models/registry.py e13039fb1c347452 unverified MIT (permissive)
PointVector: A Vector Representation In Point Cloud Analysis 21 May 2022 guochengqian/openpoints/models/registry.py e13039fb1c347452 unverified MIT (permissive)
Generating 3D Molecules for Target Protein Binding 19 Apr 2022 edapinenut/cbgbench/repo/models/autoregression/graphbp.py be3d8f2945b52b90 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
Equivariant Point Cloud Analysis via Learning Orientations for Message Passing 28 Mar 2022 luost26/equivariant-orientedmp/models/cls/_registry.py be3d8f2945b52b90 ran · our draft was wrong MIT (permissive)
PRIME: A few primitives can boost robustness to common corruptions 27 Dec 2021 amodas/PRIME-augmentations/models/utils.py 13248e8cb27ab862 unverified Apache-2.0 (permissive)
Unifying Heterogeneous Electronic Health Records Systems via Text-Based Code Embedding 12 Nov 2021 hoon9405/DescEmb/models/descemb.py 90b0204312b2da48 ran · our draft was wrong MIT (permissive)
Non-deep Networks 14 Oct 2021 imankgoyal/NonDeepNetworks/imagenet/timm/models/registry.py 99e9e0964c9cad5a unverified BSD-3-Clause (permissive)
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception 12 Sep 2021 xinge008/Cylinder3D/network/cylinder_spconv_3d.py 9416a0d63c5a653a unverified Apache-2.0 (permissive)
MLP-Mixer: An all-MLP Architecture for Vision 4 May 2021 MiuGod0126/Mlp-Mixer-Paddle/paddle/models/registry.py e13039fb1c347452 unverified Apache-2.0 (permissive)
PocketNet: A Smaller Neural Network for Medical Image Analysis 21 Apr 2021 aecelaya/MIST/mist/models/model_registry.py 8ca7abd6421cb932 unverified Apache-2.0 (permissive)
CvT: Introducing Convolutions to Vision Transformers 29 Mar 2021 microsoft/CvT/lib/models/registry.py be2fbb8bf98a15f7 ran MIT (permissive)
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 facebookresearch/ClassyVision/classy_vision/models/vision_transformer.py f93eddee4749be98 unverified MIT (permissive)
Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings 16 Oct 2020 virajprabhu/clue/adapt/models/models.py 8fadf1baab2bb38b ran · our draft was wrong MIT (permissive)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 28 May 2019 facebookresearch/ClassyVision/classy_vision/models/efficientnet.py a6c621cb376b2db5 unverified MIT (permissive)
Are Few-Shot Learning Benchmarks too Simple ? Solving them without Task Supervision at Test-Time 22 Feb 2019 gabrielhuang/centroid-networks/protonets/models/factory.py 896ba48590068c68 ran MIT (permissive)
CyCADA: Cycle-Consistent Adversarial Domain Adaptation 8 Nov 2017 jhoffman/cycada_release/cycada/models/models.py 8fadf1baab2bb38b ran · our draft was wrong BSD-2-Clause (permissive)
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 zh320/medical-segmentation-pytorch/models/unet.py 70f1b7f8523ba6a8 unverified Apache-2.0 (permissive)
arXiv:Sun_Local_Context-Aware_Active_Domain_Adaptation_ICCV_2023_paper tsun/LADA/model/models.py 8fadf1baab2bb38b ran · our draft was wrong MIT (permissive)
arXiv:Prabhu_Active_Domain_Adaptation_via_Clustering_Uncertainty-Weighted_Embeddings_ICCV_2021_paper virajprabhu/CLUE/adapt/models/models.py 8fadf1baab2bb38b ran · our draft was wrong MIT (permissive)
arXiv:Lin_Meta_Architecture_for_Point_Cloud_Analysis_CVPR_2023_paper linhaojia13/PointMetaBase/openpoints/models/registry.py e13039fb1c347452 unverified MIT (permissive)
arXiv:2025.acl-long.61 tanghme0w/ACL25-CoPE/models/registry.py 2588569fa50e0da0 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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