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#### Potential collaboration directions and topics
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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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- 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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* Learning from high resolution images, multi-scale architectures (> 512x512)
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* Learning from Multi-Modal datasets (e.g, 2D X-Ray or 3D CT scans) (Collaborators: JSC, ...)
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* Transfer across different hardware architectures (e.g, mobile devices) (Collaborators: JSC, ...) |
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* Neural Architecture Search for obtaining higly optimized architecture backbones (Collaborators: JSC, ...)
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- Transfer across different hardware architectures (e.g, mobile devices) |
