Xiaohua Zhai

MemGEN: Memory is All You Need

2018 · arXiv (Cornell University)

We propose a new learning paradigm called Deep Memory. It has the potential to completely revolutionize the Machine Learning field. Surprisingly, this paradigm has not been reinvented yet, unlike Deep Learning. At the core of …

Revisiting Self-Supervised Visual Representation Learning

2019 · arXiv (Cornell University)

Unsupervised visual representation learning remains a largely unsolved problem in computer vision research. Among a big body of recently proposed approaches for unsupervised learning of visual representations, a class of self-supervised techniques achieves superior performance …