2 papers
cs.LG2026
Modular Multimodal Classification Without Fine-Tuning: A Simple Compositional Approach
Herman Bergström, Aditya Mehrotra, Rahul G. Krishnan
We introduce CoMET, \textit{\textbf{C}omposing \textbf{M}odality \textbf{E}ncoders with \textbf{T}abular foundation models}, a simple yet highly competitive method for multimodal c…
cs.LG2024
Active Preference Learning for Ordering Items In- and Out-of-sample
Herman Bergström, Emil Carlsson, Devdatt Dubhashi +1
Learning an ordering of items based on pairwise comparisons is useful when items are difficult to rate consistently on an absolute scale, for example, when annotators have to make…