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interpolate

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

interpolate appears in the code Syntology harvested for 95 papers, as 45 distinct code bodies found in 95 places (a place is one code body under one paper). At least one of them ran in 29 of the papers; 8 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 interpolate 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 23 of the 45 distinct code bodies named interpolate; 22 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
3ran · fixture could not drive it
19ran
22unverified
8fingerprinted

Licence is a property of each copy, so it is counted per place: 42 of the 95 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

95 papers shown of 95, newest first; 95 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 7 papers added by Syntology; 8 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
Fractional Optimizers Meet Fractal Activation Functions: An Empirical Study of Multi-Scale Optimization in Neural Networks added by Syntology 2026-08 (from id) Raubkatz/FractalAndFractional2026/C_01_plot_koch_curve_depths.py 6959a2b4d00bb0b9 ran CC-BY-4.0 · pointer only
Acoustic Prompting via Stage-wise Modulation for Few-Shot Learning in Audio Language Models added by Syntology 2026-06 (from id) hyebin-c/aspl/pengi/models/htsat.py bdcac6c19196f655 ran fingerprinted MIT (permissive)
Inference-time Policy Steering via Vision and Touch added by Syntology 2026-06 (from id) UT-Austin-RPL/deoxys/deoxys/beta_scripts/benchmark_osc.py 52a635b76a87298d ran Apache-2.0 (permissive)
GeoBuildBench: A Benchmark for Interactive and Executable Geometry Construction from Natural Language added by Syntology 2026-05 (from id) ooongs/GeoBuildBench/src/core/geo_types.py 302aa95d6b92f423 ran fingerprinted no licence file found · pointer only
Earth system foundation model -Heterogeneous data integration and forecasting added by Syntology 2026-05 (from id) swiss-ai/ESFM/esfm/batch.py 80807faa1e075c62 unverified licence not identified · pointer only
MotionHiFlow: Text-to-Motion via Hierarchical Flow Matching added by Syntology 2026-04 (from id) ai-lh/MotionHiFlow/src/utils/interp.py aa80cf540821b93b ran no licence file found · pointer only
Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation added by Syntology 2025-08 (from id) JiahuaDong/HVPL/hvpl/utils/misc.py 47bff92e02f2844a unverified Apache-2.0 (permissive)
arXiv:2505.21895 2025-05 (from id) FAU-LMS/bjontegaard/bjontegaard/interpolation.py 67060da4b0d5cfb1 unverified BSD-3-Clause (permissive)
Mellow: a small audio language model for reasoning 11 Mar 2025 soham97/mellow/mellow/model/htsat.py bdcac6c19196f655 ran fingerprinted MIT (permissive)
ADIFF: Explaining audio difference using natural language 6 Feb 2025 soham97/adiff/model/htsat.py bdcac6c19196f655 ran fingerprinted MIT (permissive)
Ten-parameter simulation suite for cosmological emulation beyond $Λ$CDM 2025-01 (from id) astro-yyh/gokuemu/matter_multi_fidelity_emu/data_loader_dgmgp.py 07c6acdcab235dbe unverified MIT (permissive)
RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning 17 Dec 2024 KanghoonYoon/torch-rasgg/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified no licence file found · pointer only
Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection 11 Oct 2024 wyy-code/MADGA/models/GraphSync.py 7a35dac7185a5742 ran no licence file found · pointer only
Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling 10 Oct 2024 plainerman/variational-doob/tps_baseline_mueller.py e15e209ec043ecb5 ran MIT (permissive)
UniMuMo: Unified Text, Music and Motion Generation 6 Oct 2024 hanyangclarence/UniMuMo/unimumo/alignment/interpolation.py 8eab2b6b52a23d15 ran no licence file found · pointer only
CHARM: Creating Halos with Auto-Regressive Multi-stage networks 13 Sep 2024 shivampcosmo/charm/charm/all_models.py fc82b18f2d930a84 ran fingerprinted no licence file found · pointer only
Advancing Multi-grained Alignment for Contrastive Language-Audio Pre-training 15 Aug 2024 ming-er/mga-clap/models/htsat.py b922b8ae79864faa ran fingerprinted no licence file found · pointer only
Bridge Past and Future: Overcoming Information Asymmetry in Incremental Object Detection 16 Jul 2024 isee-laboratory/bpf/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
Leveraging Predicate and Triplet Learning for Scene Graph Generation 4 Jun 2024 jkli1998/drm/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching 1 Jun 2024 cyanbx/Frieren-V2A/Frieren/cfm/models/cavp_modules.py 997164aad25b0678 ran fingerprinted Apache-2.0 (permissive)
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment 23 May 2024 msohaildanish/DivAlign/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
Manifold Integrated Gradients: Riemannian Geometry for Feature Attribution 16 May 2024 eszaher/manifold-integrated-gradients/core/utils.py fc99a872e371e06f ran Apache-2.0 (permissive)
Analyzing and Exploring Training Recipes for Large-Scale Transformer-Based Weather Prediction 30 Apr 2024 nersc/swin_v2_weather/utils/img_utils.py de142677a0f2996a ran Apache-2.0 (permissive)
AirShot: Efficient Few-Shot Detection for Autonomous Exploration 7 Apr 2024 imnotprepared/airshot/fewx/layers/misc.py 2902bf4410253ff7 unverified BSD-2-Clause (permissive)
$V_kD:$ Improving Knowledge Distillation using Orthogonal Projections 10 Mar 2024 roymiles/vkd/vidt/methods/vidt/criterion.py a818498638fbbcce ran · fixture could not drive it no licence file found · pointer only
Region-Adaptive Transform with Segmentation Prior for Image Compression 1 Mar 2024 GityuxiLiu/Region-Adaptive-Transform-with-Segmentation-Prior-for-Image-Compression/SegPIC-main/compressai/models/sac.py ede0eadc178dd4d4 ran no licence file found · pointer only
Cell Graph Transformer for Nuclei Classification 20 Feb 2024 lhaof/CGT/models/CGT/bilinear.py be6bea42d689b3f1 ran fingerprinted no licence file found · pointer only
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction 1 Feb 2024 leap-stc/ChaosBench/eval_direct.py b12e0af56d8cccb1 ran GPL-3.0 (copyleft) · pointer only
PAM: Prompting Audio-Language Models for Audio Quality Assessment 1 Feb 2024 soham97/pam/PAM/models/pytorch_utils.py bdcac6c19196f655 ran fingerprinted MIT (permissive)
Adaptive Self-training Framework for Fine-grained Scene Graph Generation 18 Jan 2024 rlqja1107/torch-ST-SGG/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified no licence file found · pointer only
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation 11 Dec 2023 rkzheng99/TMT-VIS/tmt/utils/misc.py 47bff92e02f2844a unverified no licence file found · pointer only
Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion 13 Nov 2023 keremzaman/fusetoforget/fusion/interpolate.py 478f1ab2f8596332 unverified no licence file found · pointer only
LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation 16 Oct 2023 rlqja1107/torch-LLM4SGG/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified no licence file found · pointer only
Model-Agnostic Covariate-Assisted Inference on Partially Identified Causal Effects 12 Oct 2023 amspector100/dual_bounds_paper/db_src/lee.py 29be0d092d0ef5e4 unverified no licence file found · pointer only
Detect Everything with Few Examples 22 Sep 2023 mlzxy/devit/detectron2/modeling/meta_arch/devit.py a38f5f94b0a19b1b ran MIT (permissive)
Smooth ECE: Principled Reliability Diagrams via Kernel Smoothing 21 Sep 2023 apple/ml-calibration/src/relplot/kernels.py b03ecf7781cc919f ran fingerprinted licence not identified · pointer only
Natural Language Supervision for General-Purpose Audio Representations 2023-09 (from id) microsoft/clap/msclap/models/pytorch_utils.py bdcac6c19196f655 ran fingerprinted MIT (permissive)
Unsupervised Domain Adaptive Detection with Network Stability Analysis 16 Aug 2023 tiankongzhang/nsa/detection/layers/wrappers.py e93234ba78934297 ran no licence file found · pointer only
Compositional Feature Augmentation for Unbiased Scene Graph Generation 13 Aug 2023 hkust-longgroup/cfa/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
DesCo: Learning Object Recognition with Rich Language Descriptions 24 Jun 2023 liunian-harold-li/desco/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT recorded; this copy not marked cleared · pointer only
Multi-modal Queried Object Detection in the Wild 30 May 2023 yifanxu74/mq-det/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified Apache-2.0 (permissive)
Pengi: An Audio Language Model for Audio Tasks 19 May 2023 microsoft/pengi/models/htsat.py bdcac6c19196f655 ran fingerprinted MIT (permissive)
Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection 25 Mar 2023 akhtarvision/bpc_calibration/models/deformable_detr.py 9705264816e566d9 ran · fixture could not drive it MIT (permissive)
Prototype-based Embedding Network for Scene Graph Generation 13 Mar 2023 VL-Group/PENET/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT recorded; this copy not marked cleared · pointer only
VITA: Video Instance Segmentation via Object Token Association 9 Jun 2022 sukjunhwang/vita/vita/utils/misc.py 47bff92e02f2844a unverified Apache-2.0 (permissive)
Plane Geometry Diagram Parsing 19 May 2022 mingliangzhang2018/PGDP/geo_parse/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild 10 May 2022 TUDelft-SPC-Lab/conflab/preprocessing/tools.py 9ca6218232674ba0 unverified MIT (permissive)
Resistance Training using Prior Bias: toward Unbiased Scene Graph Generation 18 Jan 2022 ChCh1999/RTPB/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
POCO: Point Convolution for Surface Reconstruction 5 Jan 2022 valeoai/poco/networks/backbone/fkaconv_network.py 8ad43813422547b3 ran · fixture could not drive it licence not identified · pointer only
Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling 24 Nov 2021 hbdat/cvpr22_cross_modal_pseudo_labeling/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT recorded; this copy not marked cleared · pointer only
Open Vocabulary Object Detection with Pseudo Bounding-Box Labels 18 Nov 2021 salesforce/pb-ovd/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified BSD-3-Clause (permissive)
Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity 27 Oct 2021 bcmi/tramas-weak-shot-object-detection/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT recorded; this copy not marked cleared · pointer only
Meta Internal Learning 6 Oct 2021 RaphaelBensTAU/MetaInternalLearning/utils/images.py 4d4714cb7b63bc3a unverified MIT (permissive)
Points as Queries: Weakly Semi-supervised Object Detection by Points 15 Apr 2021 haozheliu-st/point-beyond-class/models/point_criterion.py 71ac5769d76fcb59 unverified no licence file found · pointer only
LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth Rendering 1 Apr 2021 fuenwang/LED2-Net/LED2Net/IOjson.py 5c9b2483d562092d unverified MIT (permissive)
Visual Distant Supervision for Scene Graph Generation 29 Mar 2021 thunlp/VisualDS/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers 23 Mar 2021 lkeab/BCNet/detectron2/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
DRG: Dual Relation Graph for Human-Object Interaction Detection 26 Aug 2020 vt-vl-lab/DRG/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT recorded; this copy not marked cleared · pointer only
Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation 21 Jul 2020 SIAAAAAA/MMT-PSM/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT recorded; this copy not marked cleared · pointer only
Boosting Weakly Supervised Object Detection with Progressive Knowledge Transfer 15 Jul 2020 mikuhatsune/wsod_transfer/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT recorded; this copy not marked cleared · pointer only
Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps 18 May 2020 HuTobias/HIGHLIGHTS-LRP/overlay_stream.py d95a6badeecdce28 unverified MIT (permissive)
ResNeSt: Split-Attention Networks 19 Apr 2020 chongruo/detectron2-resnest/detectron2/layers/wrappers.py e3055ddd5ac36b0b unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
Learning to Segment the Tail 2 Apr 2020 JoyHuYY1412/LST_LVIS/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT recorded; this copy not marked cleared · pointer only
Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers 25 Mar 2020 martius-lab/blackbox-backprop/visualization_utils.py 7a3fc706eff98f36 unverified MIT (permissive)
ASLFeat: Learning Local Features of Accurate Shape and Localization 23 Mar 2020 lzx551402/ASLFeat/models/cnn_wrapper/aslfeat.py 82dfc189380fb5bd unverified MIT (permissive)
Equalization Loss for Long-Tailed Object Recognition 11 Mar 2020 tztztztztz/eql.detectron2/detectron2/layers/wrappers.py e3055ddd5ac36b0b unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
SentenceMIM: A Latent Variable Language Model 18 Feb 2020 seraphlabs-ca/SentenceMIM-demo/utils.py 2c8e364ecb5ae5e4 unverified MIT (permissive)
Visual Commonsense R-CNN 27 Feb 2020 Wangt-CN/VC-R-CNN/vc_rcnn/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
Unbiased Scene Graph Generation from Biased Training 27 Feb 2020 KaihuaTang/Scene-Graph-Benchmark.pytorch/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT recorded; this copy not marked cleared · pointer only
DSGN: Deep Stereo Geometry Network for 3D Object Detection 10 Jan 2020 chenyilun95/DSGN/dsgn/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition 2019-12 (from id) sithu31296/audio-tagging/models/cnn14.py 5b197f92e336b6c7 unverified MIT (permissive)
Sound Event Detection of Weakly Labelled Data with CNN-Transformer and Automatic Threshold Optimization 2019-12 (from id) qiuqiangkong/sound_event_detection_dcase2017_task4/pytorch/models.py ab133d31ba67d6f0 unverified MIT recorded; this copy not marked cleared · pointer only
Multiple Anchor Learning for Visual Object Detection 4 Dec 2019 DeLightCMU/MAL/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
Exploiting GAN Internal Capacity for High-Quality Reconstruction of Natural Images 26 Oct 2019 CIFASIS/exploiting-gan-internal-capacity/interpolation.py b3acc4409b6bce61 ran · our draft was wrong fingerprinted MIT (permissive)
PubLayNet: largest dataset ever for document layout analysis 16 Aug 2019 hpanwar08/detectron2/detectron2/layers/wrappers.py e3055ddd5ac36b0b unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector 6 Aug 2019 fanq15/FewX/fewx/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM 26 Jul 2019 Kwanss/PCLNet/Losses/interpolate_func.py c370ce938935a833 unverified MIT (permissive)
NAS-FCOS: Fast Neural Architecture Search for Object Detection 11 Jun 2019 Lausannen/NAS-FCOS/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified BSD-2-Clause (permissive)
Learning Character-Agnostic Motion for Motion Retargeting in 2D 5 May 2019 ChrisWu1997/2D-Motion-Retargeting/interpolate.py d9808088732a22a3 unverified MIT (permissive)
FCOS: Fully Convolutional One-Stage Object Detection 2 Apr 2019 BIYTC/mobilenet_maskrcnn/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT recorded; this copy not marked cleared · pointer only
Res2Net: A New Multi-scale Backbone Architecture 2 Apr 2019 Res2Net/Res2Net-maskrcnn/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT recorded; this copy not marked cleared · pointer only
DetNAS: Backbone Search for Object Detection 26 Mar 2019 megvii-model/DetNAS/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
Mask Scoring R-CNN 1 Mar 2019 zjhuang22/maskscoring_rcnn/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction 24 Jul 2018 meteorshowers/StereoNet/disparity/layers/misc.py 2902bf4410253ff7 unverified MIT (permissive)
Learning to See the Invisible: End-to-End Trainable Amodal Instance Segmentation 24 Apr 2018 waiyulam/ORCNN/detectron2/layers/wrappers.py e3055ddd5ac36b0b unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization 18 Apr 2018 diyer22/bpycv/bpycv/pseudo_color.py 0766c3d3ff70e732 unverified MIT (permissive)
Domain Adaptive Faster R-CNN for Object Detection in the Wild 8 Mar 2018 krumo/Domain-Adaptive-Faster-RCNN-PyTorch/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT recorded; this copy not marked cleared · pointer only
Mask R-CNN 20 Mar 2017 facebookresearch/maskrcnn-benchmark/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT recorded; this copy not marked cleared · pointer only
arXiv:aaai_25623 zqhang/MTGFLOW/models/MTGFLOW.py 7a35dac7185a5742 ran MIT (permissive)
arXiv:aaai_25356 wanglei0618/A-PFG/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified MIT recorded; this copy not marked cleared · pointer only
arXiv:aaai_25161 THU-LYJ-Lab/DarkFeat/darkfeat.py 37da9f28945c9994 unverified MIT (permissive)
arXiv:aaai_21370 airsplay/py-bottom-up-attention/detectron2/layers/wrappers.py e3055ddd5ac36b0b unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
arXiv:Min_Vision-Language_Interactive_Relation_Mining_for_Open-Vocabulary_Scene_Graph_Generation_ICCV_2025_paper myukzzz/VL-IRM/maskrcnn_benchmark/layers/misc.py 2902bf4410253ff7 unverified Apache-2.0 (permissive)
arXiv:Heo_A_Generalized_Framework_for_Video_Instance_Segmentation_CVPR_2023_paper miranheo/GenVIS/genvis/utils/misc.py 47bff92e02f2844a unverified Apache-2.0 (permissive)
arXiv:136990421 Jaraxxus-Me/AirDet/fewx/layers/misc.py 2902bf4410253ff7 unverified BSD-2-Clause (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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