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SwinTransformerBlock

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

SwinTransformerBlock appears in the code Syntology harvested for 35 papers, as 49 distinct code bodies found in 49 places (a place is one code body under one paper). At least one of them ran in 2 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 SwinTransformerBlock 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 2 of the 49 distinct code bodies named SwinTransformerBlock; 47 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
2ran
47unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 18 of the 49 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

35 papers shown of 35, newest first; 49 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. 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
HSSDCT: Factorized Spatial-Spectral Correlation for Hyperspectral Image Fusion added by Syntology 2026-02 (from id) jemmyleee/HSSDCT/models/hssdct.py 966f8456a9e9bc91 unverified no licence file found · pointer only
SwinIFS: Landmark-Guided Swin Transformer For Identity-Preserving Face Super-Resolution added by Syntology 2026-01 (from id) Habiba123-stack/SwinIFS/models/network_swinfsr.py 216e451384618cd5 unverified no licence file found · pointer only
Degradation-Aware Metric Prompting for Hyperspectral Image Restoration added by Syntology 2025-12 (from id) MiliLab/DAMP/DAMP.py c79331904038268f unverified no licence file found · pointer only
Hilbert-Guided Sparse Local Attention added by Syntology 2025-11 (from id) Yunge6666/Hilbert-Local-Attention/hwt.py 5b0fbf3070f2cc49 unverified MIT (permissive)
HoliTracer: Holistic Vectorization of Geographic Objects from Large-Size Remote Sensing Imagery 22 Jul 2025 vvangfaye/HoliTracer/holitracer/vector/models/base.py afc9d517285768aa unverified MIT (permissive)
Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models 24 Mar 2025 3587jjh/lsrna/lsr/swinir.py 7d675ffafa9e4051 unverified no licence file found · pointer only
Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing 17 Mar 2025 Jiayi-Fu/IPC-Dehaze/basicsr/archs/dehazeToken_arch.py 9d34603e56c1b0b3 unverified licence not identified · pointer only
Self-Supervised High Dynamic Range Imaging with Multi-Exposure Images in Dynamic Scenes 3 Oct 2023 cszhilu1998/selfhdr/models/sctnet.py fc7e70cd159637ab unverified licence not identified · pointer only
SwinLSTM:Improving Spatiotemporal Prediction Accuracy using Swin Transformer and LSTM 19 Aug 2023 SongTang-x/SwinLSTM/SwinLSTM_B.py 5a21d51c14cc656c unverified MIT (permissive)
Self-Calibrated Cross Attention Network for Few-Shot Segmentation 18 Aug 2023 sam1224/sccan/model/swin_sccan.py 32af4157ddd44139 ran licence not identified · pointer only
CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation 6 Jun 2023 SR0920/CiT-Net/CiT_Net_T.py ebeefdcaf29af062 unverified no licence file found · pointer only
LipsFormer: Introducing Lipschitz Continuity to Vision Transformers 19 Apr 2023 idea-research/lipsformer/models/lipsformer_swin.py 8a37e13d93c3dbf9 unverified Apache-2.0 (permissive)
RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors 8 Apr 2023 RQ-Wu/RIDCP_dehazing/basicsr/archs/dehaze_vq_weight_arch.py ad1688f5befc5f30 unverified licence not identified · pointer only
Learning Federated Visual Prompt in Null Space for MRI Reconstruction 28 Mar 2023 chunmeifeng/fedpr/models/vit_prompt/swin_transformer.py cd86fb55b3cd8f21 unverified no licence file found · pointer only
Learned Image Compression with Mixed Transformer-CNN Architectures 27 Mar 2023 Nikolai10/LIC-TCM/arch_ops.py 7e1cf3efc00cbd79 unverified Apache-2.0 (permissive)
Masked Image Modeling with Local Multi-Scale Reconstruction 9 Mar 2023 huawei-noah/Efficient-Computing/Self-supervised/LocalMIM/Swin/models_mim.py 34d5dbbb06999f1b unverified no licence file found · pointer only
Improving Scene Text Image Super-resolution via Dual Prior Modulation Network 21 Feb 2023 jdfxzzy/DPMN/model/pgrm.py 7eee4aeb9a526a72 unverified MIT (permissive)
Towards Geospatial Foundation Models via Continual Pretraining 9 Feb 2023 mmendiet/GFM/models/teacher.py 8d947ec1d2667915 unverified Apache-2.0 (permissive)
Domain Randomization-Enhanced Depth Simulation and Restoration for Perceiving and Grasping Specular and Transparent Objects 7 Aug 2022 PKU-EPIC/DREDS/CatePoseEstimation/networks/SwinDRNet.py a1aa4e604c6c304d unverified no licence file found · pointer only
Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation 22 Jul 2022 Seokju-Cho/Volumetric-Aggregation-Transformer/model/vat.py cf7fdf758691ee4a unverified MIT (permissive)
Masked Autoencoders that Listen 13 Jul 2022 facebookresearch/multimodal/torchmultimodal/models/masked_auto_encoder/model.py 599cc34da67f0356 unverified BSD-3-Clause (permissive)
Reinforced Swin-Convs Transformer for Underwater Image Enhancement 1 May 2022 TingdiRen/URSCT-SESR/model/URSCT_model.py c1a425400102bd25 unverified MIT (permissive)
K-LITE: Learning Transferable Visual Models with External Knowledge 20 Apr 2022 microsoft/klite/model/model.py 5a5551bec22c5f90 ran MIT (permissive)
MiniViT: Compressing Vision Transformers with Weight Multiplexing 14 Apr 2022 microsoft/AutoML/MiniViT/Mini-Swin/models/swin_transformer_minivit.py 4f8688d9e12ea3d2 unverified MIT (permissive)
End-to-End Transformer Based Model for Image Captioning 29 Mar 2022 jchenghu/expansionnet_v2/models/End_ExpansionNet_v2.py 2b3a7a150945b433 unverified MIT (permissive)
End-to-End Transformer Based Model for Image Captioning 29 Mar 2022 232525/PureT/models/pure_transformer.py 284c0f72a6c81f95 unverified no licence file found · pointer only
Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution 26 Mar 2022 XAIMI-Lab/McMRSR/networks/network_mcmrsr.py 96af2d0d950e7331 unverified no licence file found · pointer only
Visual Prompt Tuning 23 Mar 2022 heekhero/DTL/classification/models/swin_transformer.py a619548a5271517f unverified no licence file found · pointer only
Adaptive Patch Exiting for Scalable Single Image Super-Resolution 22 Mar 2022 littlepure2333/APE/model/swinir_ape.py 55a5055bb235b697 unverified no licence file found · pointer only
Vision Transformer with Deformable Attention 3 Jan 2022 ChristophReich1996/Swin-Transformer-V2/swin_transformer_v2/model_parts.py 3b8f635fca41be47 unverified MIT (permissive)
SimMIM: A Simple Framework for Masked Image Modeling 18 Nov 2021 impiga/plain-detr/models/swin_transformer_v2.py bcf8d3634776d004 unverified MIT (permissive)
SwinIR: Image Restoration Using Swin Transformer 23 Aug 2021 pilot7747/sldl/sldl/image/swinir.py 21b564ba0365248a unverified Apache-2.0 (permissive)
SwinIR: Image Restoration Using Swin Transformer 23 Aug 2021 mv-lab/swin2sr/models/network_swin2sr.py f09171fe10737272 unverified Apache-2.0 (permissive)
SwinIR: Image Restoration Using Swin Transformer 23 Aug 2021 XPixelGroup/BasicSR/basicsr/archs/swinir_arch.py 16d322e629d07ccc unverified Apache-2.0 (permissive)
Efficient Self-supervised Vision Transformers for Representation Learning 17 Jun 2021 microsoft/esvit/models/swin_transformer.py 65e2245eb3e718e0 unverified MIT (permissive)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 SwinTransformer/Transformer-SSL/models/swin_transformer.py b16855e560e89554 unverified MIT (permissive)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 microsoft/Swin-Transformer/models/swin_transformer.py 3dd15bd6317a6fe2 unverified MIT (permissive)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 sayakpaul/swin-transformers-tf/swins/models.py 513d1efbadaf2fb6 unverified Apache-2.0 (permissive)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 Burf/tfdetection/tfdet/model/backbone/swin_transformer.py 834427751f61b706 unverified Apache-2.0 (permissive)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 pytorch/vision/torchvision/models/swin_transformer.py 657e9367a6aef56c unverified BSD-3-Clause (permissive)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 rami0205/ngramswin/my_model/swinirng.py da77b28b8ba1e8dd unverified Apache-2.0 (permissive)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 Burf/SwinTransformer-Tensorflow2/swin_transformer/swin_transformer.py e1c9401a5b8928ad unverified MIT (permissive)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 Gojay001/toolkit-DeepLearning/torch_model/swin_transformer_cls.py 57a40956f42665bc unverified no licence file found · pointer only
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 ayanglab/swinganmr/models/network_swinmr.py 7bd4ed9401929db6 unverified Apache-2.0 (permissive)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 rishigami/Swin-Transformer-TF/swintransformer/model.py 2b52e9716ea68f1a unverified Apache-2.0 (permissive)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 yingkaisha/keras-vision-transformer/keras_vision_transformer/swin_layers.py c65aaa266d260680 unverified MIT (permissive)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 shellredia/snake-swin-octa/models/SwinSnake.py 1c205af38b06bfee unverified no licence file found · pointer only
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow 26 Mar 2020 esakak/sevc/src/models/submodels/RSTB.py 42aeb8a5f8363a5f unverified MIT (permissive)
Attention Is All You Need 12 Jun 2017 HzcIrving/DeepLearning_PlayGround/Swin-Transformer/Model.py bfd5eb0b4fb6df2c 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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