| Taming foundation model with invariance-oriented pre-training for broad-spectrum EEG analysis across signal-level, brain-state, and brain-health tasks added by Syntology |
2026-08 (from id) |
jingyingma01/CodeBrain/Models/SSSM.py 7c0d85643eabcc08 |
ran · metamorphic tier: deterministic
|
Apache-2.0 (permissive) |
| Taming foundation model with invariance-oriented pre-training for broad-spectrum EEG analysis across signal-level, brain-state, and brain-health tasks added by Syntology |
2026-08 (from id) |
yuchen2199/CSBrain/models/CSBrain.py e2d66913214dd8a8 |
ran
|
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 66341cd008e93aab |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| Mind2Drive: Predicting Driver Intentions from EEG in Real-world On-Road Driving added by Syntology |
2026-04 (from id) |
galosaimi/Mind2Drive/models/eegconformer.py eb3a75fa4315657e |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| Learning Transferable Sensor Models via Language-Informed Pretraining added by Syntology |
2026-03 (from id) |
yuc0805/SLIP/modeling_slip.py 3be8a11f65d2e093 |
ran
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 ce9179b982e2a774 |
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 68edd3ab899d4d7e |
ran
fingerprinted |
no licence file found · pointer only |
| Deep Models, Shallow Alignment: Uncovering the Granularity Mismatch in Neural Decoding added by Syntology |
2026-01 (from id) |
yangdu-neuroai/shallow-alignment/module/eeg_encoder/model.py fcb7b8d602e1f7ab |
ran
|
no licence file found · pointer only |
| Semi-Supervised Masked Autoencoders: Unlocking Vision Transformer Potential with Limited Data added by Syntology |
2026-01 (from id) |
atik666/ssmae/ssmae.py 1aeec5c113afde14 |
ran · metamorphic tier: deterministic
fingerprinted |
no licence file found · pointer only |
| arXiv:2506.17230 |
2025-06 (from id) |
YichenLuo-0/MMET/model/mmet.py 35a388a3fe7f597e |
ran
fingerprinted |
MIT (permissive) |
| Gateformer: Advancing Multivariate Time Series Forecasting through Temporal and Variate-Wise Attention with Gated Representations |
1 May 2025 |
nyuolab/gateformer/models/Gateformer.py 2038fa9dbe88dfb8 |
ran
|
no licence file found · pointer only |
| General Time-series Model for Universal Knowledge Representation of Multivariate Time-Series data |
5 Feb 2025 |
MMTS4All/GTM/models/GTM.py 001088d43371581b |
unverified |
MIT (permissive) |
| CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding |
10 Dec 2024 |
wjq-learning/cbramod/models/cbramod.py ae3827b2ef2f34c9 |
unverified |
MIT (permissive) |
| Learning Visual Abstract Reasoning through Dual-Stream Networks |
29 Nov 2024 |
VecchioID/DRNet/src/model.py e4d709f5a7cb6e80 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| Diffusion Auto-regressive Transformer for Effective Self-supervised Time Series Forecasting |
8 Oct 2024 |
melmaphother/timedart/models/TimeDART.py e7d26d51c61fe223 |
ran · metamorphic tier: invariant
|
no licence file found · pointer only |
| UniTS: A Unified Multi-Task Time Series Model |
29 Feb 2024 |
mims-harvard/UniTS/models/UniTS.py acc8fc941a65797e |
ran · metamorphic tier: deterministic
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 d34a07561490ed88 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| MOMENT: A Family of Open Time-series Foundation Models |
6 Feb 2024 |
moment-timeseries-foundation-model/moment/momentfm/models/moment.py e53222338698c548 |
ran
|
MIT (permissive) |
| U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting |
4 Jan 2024 |
XiangMa-Shaun/U-Mixer/models/UMixer.py f0ce90b8fe6a4a31 |
ran
fingerprinted |
no licence file found · pointer only |
| Time-LLM: Time Series Forecasting by Reprogramming Large Language Models |
3 Oct 2023 |
kimmeen/time-llm/models/TimeLLM.py 65e5421c42a40f72 |
ran
fingerprinted |
Apache-2.0 (permissive) |
| Shatter and Gather: Learning Referring Image Segmentation with Text Supervision |
29 Aug 2023 |
kdwonn/SaG/model/cross_modal_attention.py f0d8b6422efbc32b |
ran
fingerprinted |
no licence file found · pointer only |
| Decoding Natural Images from EEG for Object Recognition |
25 Aug 2023 |
eeyhsong/nice-eeg/nice_stand.py 8e7c1b0649fa0c51 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving |
24 Jan 2023 |
valeoai/rangevit/models/rangevit.py 84bdbfecb1b19ac6 |
ran · metamorphic tier: deterministic
|
Apache-2.0 (permissive) |
| A Time Series is Worth 64 Words: Long-term Forecasting with Transformers |
27 Nov 2022 |
WenjieDu/PyPOTS/pypots/nn/modules/patchtst/layers.py 9bb8f29c7ede97fa |
ran · metamorphic tier: invariant
fingerprinted |
BSD-3-Clause (permissive) |
| MLP-Mixer: An all-MLP Architecture for Vision |
4 May 2021 |
KiUngSong/Vision/MLP_Mixer/MLP_Mixer.py aa0b7399ab0f3556 |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| MLP-Mixer: An all-MLP Architecture for Vision |
4 May 2021 |
engichang1467/MLP-Mixer-Reimplementation/model.py 74817a68240e5a2c |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| MLP-Mixer: An all-MLP Architecture for Vision |
4 May 2021 |
engichang1467/kan-mixer/model.py 332480efc7af167d |
ran
|
no licence file found · pointer only |
| Swin Transformer: Hierarchical Vision Transformer using Shifted Windows |
25 Mar 2021 |
shkarupa-alex/tfswin/tfswin/model.py db172203edda56d4 |
ran
|
MIT (permissive) |
| An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale |
22 Oct 2020 |
YousefGamal220/Vision-Transformers/vision_transformer.py 69703cf0b78f4fcd |
ran · metamorphic tier: deterministic
fingerprinted |
no licence file found · pointer only |
| An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale |
22 Oct 2020 |
mdmhriday/vision-transformers/models/vit.py d65bbe0aa34f842f |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale |
22 Oct 2020 |
explainingai-code/VIT-Pytorch/model/transformer.py 08a197f4ac5cab24 |
ran
|
no licence file found · pointer only |
| An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale |
22 Oct 2020 |
drumpt/ViT/model.py 8187c4e8de75ff9f |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale |
22 Oct 2020 |
Aedelon/ViT-PyTorch-Replication/python_files/modules.py ffe7a41ff6c1d31f |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale |
22 Oct 2020 |
KiUngSong/Vision/ViT/ViT_pytorch.py f4edb177e106f2f4 |
ran
|
no licence file found · pointer only |
| An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale |
22 Oct 2020 |
Ugenteraan/Vanilla-ViT/ViT/ViT.py 054df1e2f70d626c |
ran
|
MIT (permissive) |