Abstract: Many recent image restoration methods use Transformer as the backbone network and redesign the Transformer blocks. Differently, we explore the parameter-sharing mechanism over Transformer ...

Recursive Language Models aim to break the usual trade off between context length, accuracy and cost in large language models. Instead of forcing a model to read a giant prompt in one pass, RLMs treat ...

The end of the year is when investors take stock of their portfolios. They evaluate how their investments fared and decide on changes. To that end, I thought I’d review how the 10 largest actively ...