Functional Indirection Neural Estimator for Better Out-of-distribution Generalization

no code implementations • 23 Oct 2022 • Kha Pham, Hung Le, Man Ngo, Truyen Tran

FINE consists of a backbone network and a trainable semantic memory of basis weight matrices.

Out-of-Distribution Generalization

Generative Pseudo-Inverse Memory

no code implementations • ICLR 2022 • Kha Pham, Hung Le, Man Ngo, Truyen Tran, Bao Ho, Svetha Venkatesh

We propose Generative Pseudo-Inverse Memory (GPM), a class of deep generative memory models that are fast to write in and read out.

Denoising