22 citations · 23 across the 11 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.LG2024
Can In-context Learning Really Generalize to Out-of-distribution Tasks?
Qixun Wang, Yifei Wang, Yisen Wang +1
In this work, we explore the mechanism of in-context learning (ICL) on out-of-distribution (OOD) tasks that were not encountered during training. To achieve this, we conduct synthe…
cs.LG2024
How to Craft Backdoors with Unlabeled Data Alone?
Yifei Wang, Wenhan Ma, Stefanie Jegelka +1
Relying only on unlabeled data, Self-supervised learning (SSL) can learn rich features in an economical and scalable way. As the drive-horse for building foundation models, SSL has…