Home › Code › ResnetBlock

ResnetBlock

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

ResnetBlock appears in the code Syntology harvested for 49 papers, as 53 distinct code bodies found in 53 places (a place is one code body under one paper). At least one of them ran in 33 of the papers; 5 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 ResnetBlock 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 36 of the 53 distinct code bodies named ResnetBlock; 17 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
36ran
17unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 28 of the 53 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

49 papers shown of 49, newest first; 53 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; 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
Forecasting as Rendering: A 2D Gaussian Splatting Framework for Time Series Forecasting added by Syntology 2026-03 (from id) yixinwang1/TimeGS/models/TimeGS.py 6a5ed1206d6d6ce2 ran no licence file found · pointer only
MagicFuse: Single Image Fusion for Visual and Semantic Reinforcement added by Syntology 2026-02 (from id) zhayanping/MagicFuse/network.py e27b507686fb122f unverified no licence file found · pointer only
R3DPA: Leveraging 3D Representation Alignment and RGB Pretrained Priors for LiDAR Scene Generation added by Syntology 2026-01 (from id) valeoai/R3DPA/models/model_lidm.py 3667e9295e7c918a unverified no licence file found · pointer only
Pragmatic Heterogeneous Collaborative Perception via Generative Communication Mechanism added by Syntology 2025-10 (from id) jeffreychou777/GenComm/opencood/models/gencomm_modules/cond_diff.py 685c42df569357ef ran · metamorphic tier: deterministic licence not identified · pointer only
Does FLUX Already Know How to Perform Physically Plausible Image Composition? added by Syntology 2025-09 (from id) KaKituken/affordance-aware-any/model/ldm/modules/diffusionmodules/model.py f2aefd462a496ef0 unverified BSD-3-Clause (permissive)
MMG: Mutual Information Estimation via the MMSE Gap in Diffusion added by Syntology 2025-09 (from id) fengsxy/Diffusion-MI/src/estimators/neural/MMG.py 5094f2cedd3279e3 ran no licence file found · pointer only
Conditional Latent Diffusion Models for Zero-Shot Instance Segmentation added by Syntology 2025-08 (from id) DLR-RM/oc-dit/ocdit/models/ocdit.py 4133e1b6ce61f735 ran fingerprinted MIT (permissive)
Hita: Holistic Tokenizer for Autoregressive Image Generation 3 Jul 2025 CVMI-Lab/Hita/hita/tokenizer/tokenizer_image/vq_model.py a24bc3f008abf6dc ran MIT (permissive)
Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization 18 Jun 2025 WeizhiGao/MoDiff/qdiff/quant_model.py 0c239a04ebd27a00 unverified no licence file found · pointer only
FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving 23 May 2025 MIV-XJTU/FSDrive/MoVQGAN/movqgan/models/vqgan.py 4c7c8720519325ed ran no licence file found · pointer only
GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning 22 May 2025 gogoduan/got-r1/src/models/vq_model.py b9580b7064989831 ran no licence file found · pointer only
Noise Calibration and Spatial-Frequency Interactive Network for STEM Image Enhancement 3 Apr 2025 HeasonLee/SFIN/sfin.py ad5952ee597c8808 ran Apache-2.0 (permissive)
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation 2 Apr 2025 bytedance/UNO/uno/flux/pipeline.py 4479f990cc0a645e unverified Apache-2.0 (permissive)
HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model 17 Mar 2025 yayafengzi/LMM-HiMTok/himt/himt.py 948ed9d3fca0a0b0 unverified Apache-2.0 (permissive)
FlowTok: Flowing Seamlessly Across Text and Image Tokens 13 Mar 2025 bytedance/1d-tokenizer/modeling/titok.py 34247def2368ea75 ran Apache-2.0 (permissive)
NeurOp-Diff:Continuous Remote Sensing Image Super-Resolution via Neural Operator Diffusion 15 Jan 2025 zerono000/NeurOp-Diff/models/diffusion.py 973f65ebee1cf4e9 ran no licence file found · pointer only
Tora: Trajectory-oriented Diffusion Transformer for Video Generation 31 Jul 2024 alibaba/Tora/diffusers-version/tora/transformer_3d.py 9dddf9902d99b405 ran · metamorphic tier: deterministic fingerprinted Apache-2.0 (permissive)
Learning Trimodal Relation for AVQA with Missing Modality 23 Jul 2024 VisualAIKHU/Missing-AVQA/net_grd_avst/net_avst.py b18e27ad640dde3d ran · metamorphic tier: deterministic MIT (permissive)
Structured Generations: Using Hierarchical Clusters to guide Diffusion Models 8 Jul 2024 JoGo175/diffuse-treevae/models/model.py 24678d6dd7ae8494 ran no licence file found · pointer only
Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability 27 May 2024 opendrivelab/vista/vwm/models/diffusion.py 3aba0be80d3762a9 unverified Apache-2.0 (permissive)
Efficient Conditional Diffusion Model with Probability Flow Sampling for Image Super-resolution 16 Apr 2024 Yuan-Yutao/ECDP/lib/model/ecdp.py 2c3e4f8ff1be77ee ran no licence file found · pointer only
Towards Realistic Scene Generation with LiDAR Diffusion Models 31 Mar 2024 hancyran/lidar-diffusion/lidm/modules/diffusion/model_lidm.py c54f70d846400a40 unverified MIT (permissive)
Rethinking Multi-view Representation Learning via Distilled Disentangling 16 Mar 2024 Guanzhou-Ke/MRDD/src/models/mrdd.py 84ec43a57574b29c ran · metamorphic tier: deterministic MIT (permissive)
G3DR: Generative 3D Reconstruction in ImageNet 1 Mar 2024 preddy5/G3DR/src/unet.py c4d5910cb5e14aa8 unverified no licence file found · pointer only
Return of Unconditional Generation: A Self-supervised Representation Generation Method 6 Dec 2023 LTH14/rcg/pixel_generator/mage/models_mage.py 30fa834a4a883839 ran MIT (permissive)
Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption 7 Sep 2023 sjtuplayer/few-shot-diffusion/model/big_unet.py 9cc672082b6782fb ran · metamorphic tier: deterministic no licence file found · pointer only
Learning Data-Driven Vector-Quantized Degradation Model for Animation Video Super-Resolution 17 Mar 2023 researchmm/VQD-SR/vqgan/model_multiscale_load_top.py e457c5fb8d97bed7 ran no licence file found · pointer only
TrojDiff: Trojan Attacks on Diffusion Models with Diverse Targets 10 Mar 2023 xirongc/watermark-audio-diffusion/models/diffusion.py 508610fafe221c17 unverified no licence file found · pointer only
OCD: Learning to Overfit with Conditional Diffusion Models 2 Oct 2022 shaharlutatipersonal/ocd/diffusion_ocd.py 8f7496e42e7438c2 unverified MIT (permissive)
Transformers are Sample-Efficient World Models 1 Sep 2022 eloialonso/iris/src/models/world_model.py caffc15eb259ebb0 unverified GPL-3.0 (copyleft) · pointer only
Learning Degradation Representations for Image Deblurring 10 Aug 2022 dasongli1/learning_degradation/basicsr/models/archs/msdi_arch.py c93e0231c6134b7c unverified no licence file found · pointer only
Don't Forget Me: Accurate Background Recovery for Text Removal via Modeling Local-Global Context 21 Jul 2022 lcy0604/CTRNet/models_CTRNet.py 6d01e64cec5bf46c ran · metamorphic tier: invariant MIT (permissive)
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation 19 May 2022 voletiv/mcvd-pytorch/models/unet.py b50ef756a12bcec1 unverified MIT (permissive)
VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder 13 May 2022 tencentarc/vqfr/vqfr/archs/vqfrv1_arch.py c7e6e97e1951732e ran licence not identified · pointer only
Quantized GAN for Complex Music Generation from Dance Videos 1 Apr 2022 L-YeZhu/D2M-GAN/d2m/d2m_modules.py 739b1f475c748d0f ran · metamorphic tier: invariant no licence file found · pointer only
Learning to Deblur using Light Field Generated and Real Defocus Images 1 Apr 2022 lingyanruan/DRBNet/models/DRBNet.py f39d89d686cad3a5 ran · metamorphic tier: deterministic fingerprinted AGPL-3.0 (copyleft) · pointer only
AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation 17 Mar 2022 yccyenchicheng/AutoSDF/models/networks/pvqvae_networks/auto_encoder.py 55be6e7760e1c258 ran · metamorphic tier: deterministic no licence file found · pointer only
MISF: Multi-level Interactive Siamese Filtering for High-Fidelity Image Inpainting 12 Mar 2022 tsingqguo/misf/src/misf.py 7e912d934dcaa958 ran · metamorphic tier: deterministic no licence file found · pointer only
Iterative Filter Adaptive Network for Single Image Defocus Deblurring 31 Aug 2021 codeslake/IFAN/models/archs/IFAN.py d27662ad32e15210 ran · metamorphic tier: invariant fingerprinted AGPL-3.0 (copyleft) · pointer only
Voxel-based Network for Shape Completion by Leveraging Edge Generation 23 Aug 2021 xiaogangw/ve-pcn/model_edge.py 615617d7f2ee9000 ran MIT (permissive)
SurfaceNet: Adversarial SVBRDF Estimation from a Single Image 23 Jul 2021 perceivelab/trf-sg2im/modules/blocks.py 8068f643577ada75 ran GPL-3.0 (copyleft) · pointer only
Variational Diffusion Models 1 Jul 2021 google-research/vdm/model_vdm.py 32c40355362a0b32 unverified Apache-2.0 (permissive)
Explore Image Deblurring via Blur Kernel Space 1 Apr 2021 VinAIResearch/blur-kernel-space-exploring/models/kernel_encoding/kernel_wizard.py 9c92d5a9436b3cd9 ran · metamorphic tier: invariant BSD-3-Clause (permissive)
Event-based Synthetic Aperture Imaging with a Hybrid Network 3 Mar 2021 dvs-whu/E-SAI/codes/Networks/Hybrid.py 07fc7315a1cfc4c6 ran · metamorphic tier: deterministic MIT (permissive)
GreedyFool: Distortion-Aware Sparse Adversarial Attack 26 Oct 2020 LightDXY/GreedyFool/generators.py 2f56ac7d4fd57448 ran no licence file found · pointer only
Denoising Diffusion Probabilistic Models 19 Jun 2020 sak-h/pytorch-Denoising-Diffusion-Probabilistic-Models/models/ddpm.py 3d856ddc63510520 ran · metamorphic tier: deterministic no licence file found · pointer only
Denoising Diffusion Probabilistic Models 19 Jun 2020 vvvm23/ddpm/ddpm/unet.py 46880829e38e0fff ran MIT (permissive)
Denoising Diffusion Probabilistic Models 19 Jun 2020 yiyixuxu/denoising-diffusion-flax/denoising_diffusion_flax/unet.py bcb584e0d38fcef9 ran · metamorphic tier: deterministic Apache-2.0 (permissive)
Denoising Diffusion Probabilistic Models 19 Jun 2020 cjfghk5697/Pytorch-Research-Paper-Implementations/Diffusion/DDPM/models/model.py 302d25b74ed63a41 ran MIT (permissive)
Denoising Diffusion Probabilistic Models 19 Jun 2020 lucidrains/make-a-video-pytorch/make_a_video_pytorch/make_a_video.py 12943eeca6896a92 unverified MIT (permissive)
Generative Modeling by Estimating Gradients of the Data Distribution 12 Jul 2019 xiwei-cheng/chained_ld/models/scorenet.py 495f6791fda7d15e ran · metamorphic tier: deterministic no licence file found · pointer only
Glow: Generative Flow with Invertible 1x1 Convolutions 9 Jul 2018 mahkons/flows/models/CouplingLayer.py f4519d2bed1c4804 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
arXiv:ijcai2025_0890 Auguuust/DiffEC/Diffusion_based/DiffusionModels/noisePredictModels/Unet/_1DUNet.py 5c75be8162e453ef unverified no licence file found · pointer only

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