Towards Open-Ended Visual Scientific Discovery with Sparse Autoencoders

Samuel Stevens, Jacob Beattie, Tanya Berger-Wolf +2

Foundation models in several scientific domains, including visual domains, learn representations that capture complex semantics from their respective fields. Despite this, most exi…