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Home · Changes

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JJ: update directions and topics authored Jul 20, 2020 by jenia jitsev's avatar jenia jitsev
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......@@ -27,6 +27,7 @@ Further Contributors: Mehdi Cherti (MC) (Helmholtz AI HLST, JSC)
Following directions are currently envisaged, please feel free to add more:
* Large-Scale Pre-Training and Cross-Domain Transfer (Collaborators: JSC, ...)
- Auxiliary tasks and losses
- Unsupervised, self-supervised pre-training for transfer, e.g. via contrastive losses
- Generative models for unsupervised pre-training
* Uncertainty estimation and signaling (Collaborators: JSC, ...)
* Methods for validation of diagnostics and explainable output (Collaborators: JSC, ...)
......
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