[14] Wolf, T., Debut, L., Sanh, V., Chaumond, J., Delangue, C., Moi, A., Cistac, P., Rault, T.,
Louf, R., Funtowicz, M., et al.: Transformers: State-of-the-art natural language processing. In …

We are pleased there is widespread agreement that psychology has an important role to
play in building better models of vision. But there are important confusions and …

Neural networks perform remarkably well in a wide variety of machine learning tasks and
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uncontrolled environments, require an increased degree of adaptability and analysis …

Invariant learning methods try to find an invariant predictor across several environments and
have become popular in OOD generalization. However, in situations where environments do …

The success of neural networks depends on the generalization ability, while Shah et al.
conclude that the inherent bias towards simplistic features, a phenomenon called* Simplicity …