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12/01/2022
Task Discovery: Finding the Tasks that Neural Networks Generalize on
When developing deep learning models, we usually decide what task we wan...
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03/19/2021
Robustness via Cross-Domain Ensembles
We present a method for making neural network predictions robust to shif...
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06/07/2020
Robust Learning Through Cross-Task Consistency
Visual perception entails solving a wide set of tasks, e.g., object dete...
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11/08/2018
