| ... | ... | @@ -27,6 +27,7 @@ Further Contributors: Mehdi Cherti (MC) (Helmholtz AI HLST, JSC) |
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Following directions are currently envisaged, please feel free to add more:
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* Large-Scale Pre-Training and Cross-Domain Transfer (Collaborators: JSC, ...)
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- Auxiliary tasks and losses
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- Unsupervised, self-supervised pre-training for transfer, e.g. via contrastive losses
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- Generative models for unsupervised pre-training
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* Uncertainty estimation and signaling (Collaborators: JSC, ...)
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* Methods for validation of diagnostics and explainable output (Collaborators: JSC, ...)
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