| GenPO++: Generative Policy Optimization with Jacobian-free Likelihood Ratios added by Syntology |
2026-06 (from id) |
PolicyFlow2026/PolicyFlow/policyflow/policyflow_torch/modules/flow/flow.py ea6f34e321ea3785 |
ran
|
MIT (permissive) |
| Spatiotemporal Imputation with Graph-Informed Flow Matching added by Syntology |
2026-06 (from id) |
zepengzhang/GiFlow/models/FlowMatching.py 0b44d4fb82a93fd9 |
ran · metamorphic tier: deterministic
fingerprinted |
no licence file found · pointer only |
| MindAlign: Bridging EEG, Vision, and Language for Zero-Shot Visual Decoding added by Syntology |
2026-05 (from id) |
anon-eeg/eeg_image_decoding/eeg_encoders.py 90905fc24416c36b |
ran · metamorphic tier: deterministic
fingerprinted |
no licence file found · pointer only |
| GiLT: Augmenting Transformer Language Models with Dependency Graphs added by Syntology |
2026-05 (from id) |
cookie-pie-oops/GiLT-LM/src/model_bllip_dep.py e0fa815ddb4f7161 |
ran · metamorphic tier: invariant
fingerprinted |
no licence file found · pointer only |
| GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables added by Syntology |
2026-03 (from id) |
decisionintelligence/GCGNet/ts_benchmark/baselines/GCGNet/models/gcgnet_model.py a252f6205f6f5eae |
ran · metamorphic tier: deterministic
fingerprinted |
MIT (permissive) |
| LEFT: Learnable Fusion of Tri-view Tokens for Unsupervised Time Series Anomaly Detection added by Syntology |
2026-02 (from id) |
DezhengWang/Left/models/Left/LEFT.py 2a277f0e68bcd490 |
ran
|
no licence file found · pointer only |
| TIPS Over Tricks: Simple Prompts for Effective Zero-shot Anomaly Detection added by Syntology |
2026-02 (from id) |
AlirezaSalehy/Tipsomaly/model/tips/text_encoder.py 433b3cc572d51ec2 |
ran
fingerprinted |
MIT (permissive) |
| Cascaded Flow Matching for Heterogeneous Tabular Data with Mixed-Type Features added by Syntology |
2026-01 (from id) |
amazon-science/tabsyn/tabsyn/model.py ca222903a55dd0b7 |
unverified |
Apache-2.0 (permissive) |
| Synthetic Series-Symbol Data Generation for Time Series Foundation Models added by Syntology |
2025-10 (from id) |
wwhenxuan/SymTime/models/pretrain_model.py 98baad7ba2deef88 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| Johnson-Lindenstrauss Lemma Guided Network for Efficient 3D Medical Segmentation added by Syntology |
2025-09 (from id) |
JinPLu/VeloxSeg/model/VeloxSeg.py 29a794d4f9736b5e |
ran
|
no licence file found · pointer only |
| Cross-modal Causal Relation Alignment for Video Question Grounding |
5 Mar 2025 |
WissingChen/CRA-GQA/models/cra.py 4133dbd42b3b0f4c |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment |
3 Mar 2025 |
E-qin/MAPS/models/cs/TEM_CS_0206_Final.py c9786c0dc5508cbc |
ran
fingerprinted |
licence not identified · pointer only |
| General Time-series Model for Universal Knowledge Representation of Multivariate Time-Series data |
5 Feb 2025 |
MMTS4All/GTM/models/GTM.py d25f0fc2a64d647c |
ran
|
MIT (permissive) |
| FoundationStereo: Zero-Shot Stereo Matching |
17 Jan 2025 |
NVlabs/FoundationStereo/core/foundation_stereo.py c70a8bfd36e2875a |
ran · metamorphic tier: deterministic
|
licence not identified · pointer only |
| Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis |
7 Nov 2024 |
WuQiangXDU/Peri-midFormer/model/PerimidFormer.py 280791f6a2fcc047 |
ran · metamorphic tier: deterministic
fingerprinted |
no licence file found · pointer only |
| Abstracted Shapes as Tokens -- A Generalizable and Interpretable Model for Time-series Classification |
1 Nov 2024 |
yunshiwen/vqshape/vqshape/model.py 511d90614af70052 |
ran · metamorphic tier: invariant
fingerprinted |
MIT (permissive) |
| Diffusion Auto-regressive Transformer for Effective Self-supervised Time Series Forecasting |
8 Oct 2024 |
mingyue-cheng/timemae/model/TimeMAE.py 263f21894d0b5f3c |
ran · metamorphic tier: deterministic
fingerprinted |
no licence file found · pointer only |
| MoST: Motion Style Transformer between Diverse Action Contents |
10 Mar 2024 |
Boeun-Kim/MoST/model/networks.py 7478fe455cccc0e9 |
ran
fingerprinted |
MIT (permissive) |
| UniTS: A Unified Multi-Task Time Series Model |
29 Feb 2024 |
thuml/Time-Series-Library/models/TimeMixer.py 5da1d16a64cf53ce |
ran · metamorphic tier: invariant
fingerprinted |
MIT (permissive) |
| MOMENT: A Family of Open Time-series Foundation Models |
6 Feb 2024 |
moment-timeseries-foundation-model/moment-research/moment/models/moment.py 9b8f485416c59a5e |
ran · metamorphic tier: deterministic
fingerprinted |
MIT (permissive) |
| Hierarchical Vision Transformers for Context-Aware Prostate Cancer Grading in Whole Slide Images |
19 Dec 2023 |
computationalpathologygroup/hvit/source/models.py 5d23b5913fda3916 |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| DDxT: Deep Generative Transformer Models for Differential Diagnosis |
2 Dec 2023 |
MahmudulAlam/Differential-Diagnosis-Using-Transformers/network.py 717b28563f2c17c3 |
ran
|
MIT (permissive) |
| Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture |
18 Oct 2023 |
HazyResearch/m2/bert/src/mm/monarch_mixer_sequence_mixer.py c3fc52e16deda095 |
ran · metamorphic tier: deterministic
|
Apache-2.0 (permissive) |
| Joint-Relation Transformer for Multi-Person Motion Prediction |
9 Aug 2023 |
MediaBrain-SJTU/JRTransformer/model/model.py 6141e32d349c6520 |
ran
|
no licence file found · pointer only |
| Focus the Discrepancy: Intra- and Inter-Correlation Learning for Image Anomaly Detection |
6 Aug 2023 |
xcyao00/FOD/models/model.py 9aadfb2a17c8c080 |
ran
|
MIT (permissive) |
| SwiFT: Swin 4D fMRI Transformer |
12 Jul 2023 |
transconnectome/swift/project/module/models/swin4d_transformer_ver7.py 68b986bf66c51ea9 |
ran
|
Apache-2.0 (permissive) |
| HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution |
27 Jun 2023 |
frederikkemarin/bend/bend/models/hyena_dna.py 0e977f11203102fd |
ran
|
BSD-3-Clause (permissive) |
| Identity-Preserving Talking Face Generation with Landmark and Appearance Priors |
15 May 2023 |
Weizhi-Zhong/IP_LAP/models/landmark_generator.py a194859bc1a0f940 |
ran · metamorphic tier: invariant
fingerprinted |
Apache-2.0 (permissive) |
| Sigmoid Loss for Language Image Pre-Training |
27 Mar 2023 |
apple/ml-mobileclip/mobileclip/clip.py 1e38402044297bef |
ran · metamorphic tier: well formed
|
licence not identified · pointer only |
| CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment |
10 Mar 2023 |
binbinjiang/CVT-SLR/cvtslr_model.py fd20d6f53d54aa88 |
ran · metamorphic tier: invariant
fingerprinted |
no licence file found · pointer only |
| First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting |
15 Dec 2022 |
BeBeYourLove/TDformer/model/TDformer.py cc9347d9fcbd79f0 |
ran · metamorphic tier: invariant
fingerprinted |
no licence file found · pointer only |
| SpeechLMScore: Evaluating speech generation using speech language model |
8 Dec 2022 |
soumimaiti/speechlmscore_tool/utils/positional_embedding.py 4f238f6c91b66b7c |
unverified |
Apache-2.0 (permissive) |
| DreamFusion: Text-to-3D using 2D Diffusion |
29 Sep 2022 |
muelea/buddi/llib/models/regressors/buddi.py 2a245d7aeebe03eb |
ran
|
MIT (permissive) |
| EleGANt: Exquisite and Locally Editable GAN for Makeup Transfer |
20 Jul 2022 |
Chenyu-Yang-2000/EleGANt/models/elegant.py 0d8a48a224db0d6c |
ran · metamorphic tier: deterministic
fingerprinted |
licence not identified · pointer only |
| Global-local Motion Transformer for Unsupervised Skeleton-based Action Learning |
13 Jul 2022 |
Boeun-Kim/GL-Transformer/model/transformer.py de6ffaaff7e6b49a |
ran
fingerprinted |
MIT (permissive) |
| Latent Diffusion Energy-Based Model for Interpretable Text Modeling |
13 Jun 2022 |
yupeiyu98/latent-diffusion-ebm/workspace/modules/ldebm.py ab0ebfdf7209cb1d |
ran
fingerprinted |
no licence file found · pointer only |
| Mask-based Latent Reconstruction for Reinforcement Learning |
28 Jan 2022 |
microsoft/Mask-based-Latent-Reconstruction/DMControl/src/mtm_sac.py 0b8b5b709ce22b1e |
ran · metamorphic tier: well formed
|
MIT (permissive) |
| CATE: Computation-aware Neural Architecture Encoding with Transformers |
14 Feb 2021 |
MSU-MLSys-Lab/CATE/layers/transformer.py 21d20b888bdba6a4 |
ran
|
Apache-2.0 (permissive) |
| Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting |
14 Dec 2020 |
martinwhl/Informer-PyTorch-Lightning/models/informer/model.py fe4e559b538b3ba0 |
ran · metamorphic tier: deterministic
fingerprinted |
Apache-2.0 (permissive) |
| Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting |
14 Dec 2020 |
AndrzejMiskow/TradeAI/prediction_service/transformers/models.py 3ec0eb0ce028e761 |
ran · metamorphic tier: deterministic
fingerprinted |
MIT (permissive) |
| Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting |
14 Dec 2020 |
tianhai123/Informer-Tensorflow/models/model.py c9eed2b60149c2b6 |
ran
|
Apache-2.0 (permissive) |
| ALBERT: A Lite BERT for Self-supervised Learning of Language Representations |
26 Sep 2019 |
vvvm23/albert/albert/model.py d6e09a6ed82fe99e |
ran
fingerprinted |
MIT (permissive) |
| Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context |
9 Jan 2019 |
shanghai-digital-brain-laboratory/bdm-db1/src/model/transformer_xl.py 142586d370dc7c1e |
ran · metamorphic tier: deterministic
|
Apache-2.0 (permissive) |
| Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context |
9 Jan 2019 |
cedrickchee/pytorch-pretrained-BERT/pytorch_pretrained_bert/modeling_transfo_xl.py 06ce2b899569db5b |
ran · metamorphic tier: deterministic
|
Apache-2.0 (permissive) |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding |
11 Oct 2018 |
pytorch/text/torchtext/models/roberta/model.py 4631d4896f7b464d |
ran · metamorphic tier: deterministic
fingerprinted |
BSD-3-Clause (permissive) |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding |
11 Oct 2018 |
fanchenyou/transformer-study/transformer_bert_from_scratch_5.py d16f303823d8ee5a |
ran · metamorphic tier: deterministic
fingerprinted |
no licence file found · pointer only |
| Attention Is All You Need |
12 Jun 2017 |
WenYanger/General-Transformer-Pytorch/Transformer.py 47488f1ddf91ac13 |
ran · metamorphic tier: deterministic
fingerprinted |
no licence file found · pointer only |
| Attention Is All You Need |
12 Jun 2017 |
tree-park/transformer_lm/lib/model/transformer.py 9322dfdb0ee40a03 |
ran · metamorphic tier: invariant
|
no licence file found · pointer only |
| Attention Is All You Need |
12 Jun 2017 |
gooppe/transformer-summarization/nn/modules/transformer.py fe3dd01882d99103 |
ran · metamorphic tier: invariant
|
MIT (permissive) |