research
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11/03/2022
ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations
Deep learning vision systems are widely deployed across applications whe...
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10/27/2021
Simple data balancing achieves competitive worst-group-accuracy
We study the problem of learning classifiers that perform well across (k...
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09/01/2021
Masked Adversarial Generation for Neural Machine Translation
Attacking Neural Machine Translation models is an inherently combinatori...
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05/14/2020