René's URL Explorer Experiment


Title: GitHub - ExplainableML/TiViT: Time Vision Transformer

Open Graph Title: GitHub - ExplainableML/TiViT: Time Vision Transformer

X Title: GitHub - ExplainableML/TiViT: Time Vision Transformer

Description: Time Vision Transformer. Contribute to ExplainableML/TiViT development by creating an account on GitHub.

Open Graph Description: Time Vision Transformer. Contribute to ExplainableML/TiViT development by creating an account on GitHub.

X Description: Time Vision Transformer. Contribute to ExplainableML/TiViT development by creating an account on GitHub.

Mail addresses
simon.roschmann@tum.de

Opengraph URL: https://github.com/ExplainableML/TiViT

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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requirements.txthttps://patch-diff.githubusercontent.com/ExplainableML/TiViT/blob/main/requirements.txt
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https://patch-diff.githubusercontent.com/ExplainableML/TiViT#tivit-time-series-representations-for-classification-lie-hidden-in-pretrained-vision-transformers
Simon Roschmannhttps://www.eml-munich.de/people/simon-roschmann
Quentin Bouniothttps://qbouniot.github.io/
Vasilii Feofanovhttps://vfeofanov.github.io/
Ievgen Redkohttps://ievred.github.io/
Zeynep Akatahttps://www.eml-munich.de/people/zeynep-akata
https://arxiv.org/abs/2506.08641
https://patch-diff.githubusercontent.com/ExplainableML/TiViT#abstract
https://patch-diff.githubusercontent.com/ExplainableML/TiViT#methodology
https://patch-diff.githubusercontent.com/ExplainableML/TiViT/blob/main/assets/methodology.svg
ECG200https://www.timeseriesclassification.com/description.php?Dataset=ECG200
https://patch-diff.githubusercontent.com/ExplainableML/TiViT#dependencies
requirements.txthttps://patch-diff.githubusercontent.com/ExplainableML/TiViT/blob/main/requirements.txt
https://patch-diff.githubusercontent.com/ExplainableML/TiViT#datasets
UCR and UEA benchmarkhttps://www.timeseriesclassification.com/
aeonhttps://www.aeon-toolkit.org
https://patch-diff.githubusercontent.com/ExplainableML/TiViT#models
https://patch-diff.githubusercontent.com/ExplainableML/TiViT#time-vision-transformer-tivit
Radford et al., 2021https://arxiv.org/abs/2103.00020
Cherti et al., 2022https://arxiv.org/abs/2212.07143
ViT-B-16https://huggingface.co/laion/CLIP-ViT-B-16-laion2B-s34B-b88K
ViT-B-32https://huggingface.co/laion/CLIP-ViT-B-32-laion2B-s34B-b79K
ViT-L-14https://huggingface.co/laion/CLIP-ViT-L-14-laion2B-s32B-b82K
ViT-H-14https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K
Tschannen et al., 2025https://arxiv.org/abs/2502.14786
SoViT-400m-14https://huggingface.co/google/siglip2-so400m-patch14-224
Oquab et al., 2023https://arxiv.org/abs/2304.07193
ViT-S-14https://huggingface.co/facebook/dinov2-small
ViT-B-14https://huggingface.co/facebook/dinov2-base
ViT-L-14https://huggingface.co/facebook/dinov2-large
He et al., 2021https://arxiv.org/abs/2111.06377
ViT-B-16https://huggingface.co/facebook/vit-mae-base
ViT-L-14https://huggingface.co/facebook/vit-mae-large
ViT-H-14https://huggingface.co/facebook/vit-mae-huge
https://patch-diff.githubusercontent.com/ExplainableML/TiViT#time-series-foundation-model-tsfm
Paperhttps://arxiv.org/abs/2502.15637
Checkpointhttps://huggingface.co/paris-noah/Mantis-8M
Paperhttps://arxiv.org/abs/2402.03885
Checkpointhttps://huggingface.co/AutonLab/MOMENT-1-base
https://patch-diff.githubusercontent.com/ExplainableML/TiViT#classification
arguments.pyhttps://patch-diff.githubusercontent.com/ExplainableML/TiViT/blob/main/src/arguments.py
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arxiv.org/abs/2506.08641https://arxiv.org/abs/2506.08641
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