no code implementations • 9 Feb 2024 • Kecheng Chen, Elena Gal, Hong Yan, Haoliang Li
In this work, we propose to tackle the problem of domain generalization in the context of \textit{insufficient samples}.
no code implementations • 15 Aug 2023 • Elena Gal, Shaun Singh, Aldo Pacchiano, Ben Walker, Terry Lyons, Jakob Foerster
We introduce adversarial optimism (AdOpt) to directly address bias in the training set using adversarial domain adaptation.