Home › Code › upsample

upsample

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

upsample appears in the code Syntology harvested for 87 papers, as 51 distinct code bodies found in 89 places (a place is one code body under one paper). At least one of them ran in 59 of the papers; 12 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 upsample 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 27 of the 51 distinct code bodies named upsample; 24 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
8ran · our draft was wrong
9ran · fixture could not drive it
10ran
24unverified
12fingerprinted

Licence is a property of each copy, so it is counted per place: 34 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

87 papers shown of 87, 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 4 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
SDiaReward: Modeling and Benchmarking Spoken Dialogue Rewards with Modality and Colloquialness added by Syntology 2026-03 (from id) Anjok07/ultimatevocalremovergui/demucs/model.py 5cf51541da88d14a unverified MIT (permissive)
Trajectory Stitching for Solving Inverse Problems with Flow-Based Models added by Syntology 2026-02 (from id) annegnx/PnP-Flow/pnpflow/models.py 77e6e60b8a8a69da unverified no licence file found · pointer only
Empowering Decision Trees via Shape Function Branching added by Syntology 2025-10 (from id) optimal-uoft/Empowering-DTs-via-Shape-Functions/src/ShapeCARTRegressor.py 693f0c6e671f0da3 unverified MIT (permissive)
Lightweight and Fast Real-time Image Enhancement via Decomposition of the Spatial-aware Lookup Tables added by Syntology 2025-08 (from id) WontaeaeKim/SVDLUT/lpips/lpips.py 8cafd18b57a4d171 ran · fixture could not drive it Apache-2.0 (permissive)
Detecting Harmful Memes with Decoupled Understanding and Guided CoT Reasoning 10 Jun 2025 panFJCharlotte98/HMC/seq2seq_construction/meta_seq2seq.py 6581ae2c453a5a14 unverified MIT (permissive)
DETQUS: Decomposition-Enhanced Transformers for QUery-focused Summarization 7 Mar 2025 Rassibassi/claude/claude/claude/claudeflow/helper.py 1f3baf4004725896 unverified MIT (permissive)
Arbitrary-steps Image Super-resolution via Diffusion Inversion 12 Dec 2024 zsyoaoa/invsr/latent_lpips/lpips.py 8cafd18b57a4d171 ran · fixture could not drive it no licence file found · pointer only
Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular Video 9 Dec 2024 zcsrenlongz/deblur4dgs/models/networks_basic.py 428e5c90c2a34b67 unverified no licence file found · pointer only
Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration 3 Nov 2024 xl-tang3/RCOT/utils.py 2ee51c9549987894 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Are LLMs Good Zero-Shot Fallacy Classifiers? 19 Oct 2024 panfjcharlotte98/fallacy_detection/seq2seq_construction/meta_seq2seq.py 6581ae2c453a5a14 unverified MIT (permissive)
Simulating images of radio galaxies with diffusion models 2024-10 (from id) tmartinezML/LOFAR-Diffusion/src/model/layers.py 46553cf807695847 ran GPL-3.0 (copyleft) · pointer only
Robust Guided Diffusion for Offline Black-Box Optimization 1 Oct 2024 ggchen1997/rgd/lib/models/unet.py 219edbce0bc6931f ran · our draft was wrong no licence file found · pointer only
DrivingForward: Feed-forward 3D Gaussian Splatting for Driving Scene Reconstruction from Flexible Surround-view Input 19 Sep 2024 fangzhou2000/drivingforward/network/blocks.py ba567a41af774393 ran fingerprinted MIT (permissive)
What to Preserve and What to Transfer: Faithful, Identity-Preserving Diffusion-based Hairstyle Transfer 29 Aug 2024 cychungg/hairfusion/eval_models/networks_basic.py 351677a36e1961df ran fingerprinted no licence file found · pointer only
WildGaussians: 3D Gaussian Splatting in the Wild 11 Jul 2024 jkulhanek/wild-gaussians/wildgaussians/_metrics_lpips.py 79a2a8a370c460a5 ran licence not identified · pointer only
VFIMamba: Video Frame Interpolation with State Space Models 2 Jul 2024 mcg-nju/vfimamba/model/loss.py 23101166bb29f65e ran fingerprinted Apache-2.0 (permissive)
LAVIB: A Large-scale Video Interpolation Benchmark 14 Jun 2024 alexandrosstergiou/lavib/VFI_codebases/EMA-VFI/model/loss.py 23101166bb29f65e ran fingerprinted no licence file found · pointer only
Single Domain Generalization for Crowd Counting 14 Mar 2024 Shimmer93/MPCount/models/models.py a90ac42da7d36f79 ran · fixture could not drive it Apache-2.0 (permissive)
WAVES: Benchmarking the Robustness of Image Watermarks 16 Jan 2024 identical code first harvested elsewhere 8cafd18b57a4d171 ran · fixture could not drive it licence of this copy not recorded
Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain 4 Jan 2024 alexhe101/FourierISP/basicsr/archs/FourierISP_arch.py b77fa862181d1f34 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Frequency-Adaptive Pan-Sharpening with Mixture of Experts 4 Jan 2024 alexhe101/FAME-Net/model/moe.py da465d70eb5d003b ran · fixture could not drive it no licence file found · pointer only
Fully Sparse 3D Occupancy Prediction 28 Dec 2023 mcg-nju/sparseocc/models/sparse_voxel_decoder.py dac02d544d21142d ran Apache-2.0 (permissive)
Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance 27 Dec 2023 tirer-lab/ddpg/functions/fft_operators.py 0044f3e569ab82db ran fingerprinted no licence file found · pointer only
StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On 4 Dec 2023 rlawjdghek/stableviton/eval_models/networks_basic.py 351677a36e1961df ran fingerprinted no licence file found · pointer only
NDDepth: Normal-Distance Assisted Monocular Depth Estimation and Completion 13 Nov 2023 ShuweiShao/NDDepth/Estimation/nddepth/networks/NewCRFDepth.py 35e6bae6a3fe0669 ran MIT (permissive)
HairCLIPv2: Unifying Hair Editing via Proxy Feature Blending 16 Oct 2023 wty-ustc/HairCLIPv2/criteria/lpips/networks_basic.py 351677a36e1961df ran fingerprinted no licence file found · pointer only
GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for Indoor Scenes 26 Sep 2023 zxcqlf/GasMono/networks/hr_layers.py a739072b350093e7 ran · fixture could not drive it fingerprinted no licence file found · pointer only
IEBins: Iterative Elastic Bins for Monocular Depth Estimation 25 Sep 2023 ShuweiShao/IEBins/iebins/networks/NewCRFDepth.py 35e6bae6a3fe0669 ran MIT (permissive)
RawHDR: High Dynamic Range Image Reconstruction from a Single Raw Image 5 Sep 2023 jackzou233/RawHDR/model.py f757fff46cc8e034 ran · our draft was wrong MIT (permissive)
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation 4 Aug 2023 jinyuanliu-cv/segmif/lap_loss.py 267b7d002ecac955 ran fingerprinted no licence file found · pointer only
R-LPIPS: An Adversarially Robust Perceptual Similarity Metric 27 Jul 2023 saraghazanfari/r-lpips/lpips/lpips.py 8cafd18b57a4d171 ran · fixture could not drive it BSD-2-Clause (permissive)
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models 7 Jun 2023 google-research/maskgit/maskgit/nets/layers.py 5829218c5489c6b6 unverified Apache-2.0 (permissive)
Generative Sliced MMD Flows with Riesz Kernels 19 May 2023 johertrich/sliced_MMD_flows/utils/unet.py 219edbce0bc6931f ran · our draft was wrong MIT (permissive)
FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging Segmentation 5 Apr 2023 Andrew-booler/W-Net/Wnet/model.py 8c3c8ce6ad489f9c ran · our draft was wrong no licence file found · pointer only
Calibration-free BEV Representation for Infrastructure Perception 7 Mar 2023 leofansq/CBR/CBR/model.py a739072b350093e7 ran · fixture could not drive it fingerprinted no licence file found · pointer only
URCDC-Depth: Uncertainty Rectified Cross-Distillation with CutFlip for Monocular Depth Estimation 16 Feb 2023 shuweishao/urcdc-depth/urcdc/networks/NewCRFDepth.py 35e6bae6a3fe0669 ran MIT (permissive)
MaskSketch: Unpaired Structure-guided Masked Image Generation 10 Feb 2023 google-research/masksketch/masksketch/nets/layers.py 5829218c5489c6b6 unverified Apache-2.0 (permissive)
Hybrid Transformers for Music Source Separation 15 Nov 2022 zhaozhipeng1997/demucs_ascend910_pytorch/demucs/model.py 5cf51541da88d14a unverified MIT recorded; this copy not marked cleared · pointer only
Attention Attention Everywhere: Monocular Depth Prediction with Skip Attention 17 Oct 2022 ashutosh1807/pixelformer/pixelformer/networks/PixelFormer.py 35e6bae6a3fe0669 ran MIT recorded; this copy not marked cleared · pointer only
MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer 6 Aug 2022 zxcqlf/monovit/networks/hr_layers.py a739072b350093e7 ran · fixture could not drive it fingerprinted MIT (permissive)
Shift-tolerant Perceptual Similarity Metric 27 Jul 2022 abhijay9/shifttolerant-lpips/stlpips/lpips.py 8cafd18b57a4d171 ran · fixture could not drive it BSD-2-Clause (permissive)
Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps 8 Jun 2022 identical code first harvested elsewhere a739072b350093e7 ran · fixture could not drive it fingerprinted licence of this copy not recorded
Subspace Diffusion Generative Models 3 May 2022 bjing2016/subspace-diffusion/models/subspace_model.py b956dee51c21c29d unverified Apache-2.0 (permissive)
NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation 3 Mar 2022 aliyun/NeWCRFs/newcrfs/networks/NewCRFDepth.py 35e6bae6a3fe0669 ran MIT recorded; this copy not marked cleared · pointer only
IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo 9 Dec 2021 fangjinhuawang/itermvs/models/module.py 147bd6942f8607b5 unverified MIT (permissive)
A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis 29 Oct 2021 xingangpan/shadegan/lpips/networks_basic.py 351677a36e1961df ran fingerprinted MIT (permissive)
Fine-grained Semantics-aware Representation Enhancement for Self-supervised Monocular Depth Estimation 19 Aug 2021 identical code first harvested elsewhere a739072b350093e7 ran · fixture could not drive it fingerprinted licence of this copy not recorded
Alias-Free Generative Adversarial Networks 23 Jun 2021 jychoi118/toward_spatial_unbiased/lpips/networks_basic.py 351677a36e1961df ran fingerprinted Apache-2.0 (permissive)
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging 24 May 2021 ziyujia/SalientSleepNet/model/models.py bd2991b832e7f67f ran · our draft was wrong no licence file found · pointer only
Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution 7 Apr 2021 leehsiu/UABC/models/uabcnet.py ddd3602a6609b602 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis 26 Mar 2021 nikhilsinghmus/image2reverb/image2reverb/layers.py a739072b350093e7 ran · fixture could not drive it fingerprinted MIT (permissive)
Maximum Likelihood Training of Score-Based Diffusion Models 22 Jan 2021 CW-Huang/sdeflow-light/lib/models/unet.py 219edbce0bc6931f ran · our draft was wrong MIT (permissive)
MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing 30 Oct 2020 tzt101/MichiGAN/models/networks/generator.py 51c82e965a8a4f1b unverified MIT (permissive)
Improving Query Efficiency of Black-box Adversarial Attack 24 Sep 2020 Sandy-Zeng/NPAttack/NPAttack_IMAGENET.py 43cb3c2e96f81465 unverified no licence file found · pointer only
ClimAlign: Unsupervised statistical downscaling of climate variables via normalizing flows 11 Aug 2020 bgroenks96/generative-downscaling/experiments/common.py 9050978bc25385dd unverified MIT (permissive)
Sudo rm -rf: Efficient Networks for Universal Audio Source Separation 14 Jul 2020 etzinis/sudo_rm_rf/sudo_rm_rf/dnn/models/demucs.py bf40d3a8385e7e43 unverified MIT (permissive)
Denoising Diffusion Probabilistic Models 19 Jun 2020 CW-Huang/sdeflow-light/lib/models/unet.py e0872a9a65b8245f ran · our draft was wrong MIT (permissive)
Robust Compressed Sensing using Generative Models 16 Jun 2020 ajiljalal/csgm-robust-neurips/src/lpips/networks_basic.py 351677a36e1961df ran fingerprinted MIT (permissive)
Fast Deep Multi-patch Hierarchical Network for Nonhomogeneous Image Dehazing 12 May 2020 saikatdutta/Stacked_DMSHN_bokeh/PerceptualSimilarity/models/networks_basic.py 351677a36e1961df ran fingerprinted MIT (permissive)
Improved Techniques for Training Single-Image GANs 25 Mar 2020 tohinz/ConSinGAN/ConSinGAN/models.py 11f96a5d28105671 unverified MIT (permissive)
Semi-Supervised Semantic Segmentation with Cross-Consistency Training 19 Mar 2020 ZHKKKe/PixelSSL/pixelssl/ssl_algorithm/ssl_cct.py dda77a33e14993ff ran · fixture could not drive it Apache-2.0 (permissive)
Stochastic Latent Residual Video Prediction 21 Feb 2020 edouardelasalles/srvp/metrics/lpips/networks_basic.py 351677a36e1961df ran fingerprinted Apache-2.0 (permissive)
MonoLayout: Amodal scene layout from a single image 19 Feb 2020 hbutsuak95/monolayout/monolayout/model.py a739072b350093e7 ran · fixture could not drive it fingerprinted MIT (permissive)
Analyzing and Improving the Image Quality of StyleGAN 3 Dec 2019 alekseynp/stylegan2-pytorch/lpips/networks_basic.py 351677a36e1961df ran fingerprinted MIT (permissive)
Self-Supervised 3D Keypoint Learning for Ego-motion Estimation 7 Dec 2019 TRI-ML/KP3D/kp3d/networks/keypoint_resnet.py a739072b350093e7 ran · fixture could not drive it fingerprinted MIT (permissive)
EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse 15 Jun 2019 clovaai/EXTD_Pytorch/EXTD_32.py 40d252cf22e9e1ea unverified MIT (permissive)
Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise 5 Jun 2019 xuanqing94/NeuralSDE/models/flow_net.py 3d1a78e0efa17a25 ran · fixture could not drive it licence not identified · pointer only
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation 20 Sep 2018 IliasDG/Demucs_Project/demucs/model.py 5cf51541da88d14a unverified MIT recorded; this copy not marked cleared · pointer only
Infrared and Visible Image Fusion using a Deep Learning Framework 19 Apr 2018 JorgeFCS/Deep-Learning-fire-segmentation/Models/fire_gan.py 326ce7182e5c2db8 unverified MIT (permissive)
YOLOv3: An Incremental Improvement 8 Apr 2018 DevBruce/YOLOv3-TF2/libs/models/layers.py f89f0dbcf985afec unverified MIT (permissive)
A Twofold Siamese Network for Real-Time Object Tracking 24 Feb 2018 Microsoft/SA-Siam/datasets/vid.py ca914fa2a746770c unverified MIT (permissive)
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric 11 Jan 2018 richzhang/PerceptualSimilarity/lpips/lpips.py 8cafd18b57a4d171 ran · fixture could not drive it BSD-2-Clause (permissive)
W-Net: A Deep Model for Fully Unsupervised Image Segmentation 22 Nov 2017 identical code first harvested elsewhere 8c3c8ce6ad489f9c ran · our draft was wrong licence of this copy not recorded
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising 11 Oct 2017 Aoi-hosizora/FFDNet_pytorch/utils.py f8bb0108cfdc61e2 unverified MIT (permissive)
Audio Super Resolution using Neural Networks 2 Aug 2017 kuleshov/audio-super-res/data/vctk/prep_vctk.py 7bb46d84af38e43e ran · our draft was wrong fingerprinted MIT (permissive)
Interpretable Explanations of Black Boxes by Meaningful Perturbation 11 Apr 2017 ajsanjoaquin/mPerturb/perturb.py ab2289f7c008dce2 ran · our draft was wrong fingerprinted MIT (permissive)
YOLO9000: Better, Faster, Stronger 25 Dec 2016 GianRomani/YOLOv3-Neural-Networks-project-/LAYERS/yolov3_model.py 43717c1b14b4a9b0 unverified no licence file found · pointer only
Image-to-Image Translation with Conditional Adversarial Networks 21 Nov 2016 laclark/cuneiform_lineart/lineart_generator/pix2pix/generator.py 114739c3e719f646 unverified MIT (permissive)
Perceptual Losses for Real-Time Style Transfer and Super-Resolution 27 Mar 2016 ZyoungXu/MoSt-DSA/model/loss.py 23101166bb29f65e ran fingerprinted Apache-2.0 (permissive)
Composing graphical models with neural networks for structured representations and fast inference 20 Mar 2016 EddieCunningham/GraphLSSM/research/Trainer.py a84f1865a440c8c3 ran · our draft was wrong fingerprinted no licence file found · pointer only
You Only Look Once: Unified, Real-Time Object Detection 8 Jun 2015 identical code first harvested elsewhere 43717c1b14b4a9b0 unverified licence of this copy not recorded
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 banus/umf_unet/ensemble/models.py b7283ed105433147 ran · metamorphic tier: deterministic Apache-2.0 (permissive)
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 preritj/segmentation/models/u_net.py 0250efbf9f14aae5 unverified no licence file found · pointer only
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 DavidCastilloAlvarado/U-NET_AUTOENCODER/autoencoder_model.py ccb67a66a6769e32 unverified MIT (permissive)
arXiv:Wang_IterMVS_Iterative_Probability_Estimation_for_Efficient_Multi-View_Stereo_CVPR_2022_paper FangjinhuaWang/IterMVS/models/module.py 147bd6942f8607b5 unverified MIT (permissive)
arXiv:Park_Perception-Oriented_Single_Image_Super-Resolution_Using_Optimal_Objective_Estimation_CVPR_2023_paper seungho-snu/SROOE/codes/PerceptualSimilarity/models/networks_basic.py 351677a36e1961df ran fingerprinted Apache-2.0 (permissive)
arXiv:Ni_CHAIN_Enhancing_Generalization_in_Data-Efficient_GANs_via_lipsCHitz_continuity_constrAIned_CVPR_2024_paper MaxwellYaoNi/CHAIN/FastGANDBig/lpips/networks_basic.py 351677a36e1961df ran fingerprinted MIT (permissive)
arXiv:Lemmer_Ground-Truth_or_DAER_Selective_Re-Query_of_Secondary_Information_ICCV_2021_paper lemmersj/ground-truth-or-daer/kcve/make_heatmaps_from_reject_model.py 354bc5c38248d0e2 unverified MIT (permissive)
arXiv:03570 MCG-NJU/SparseOcc/models/sparse_voxel_decoder.py dac02d544d21142d ran Apache-2.0 (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".

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