Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts.

Jialin Wu Xia Hu Yaqing Wang Bo Pang Radu Soricut

Published in: CoRR (2023)

Keyphrases

low rank
missing data
linear combination
low rank matrix recovery
matrix factorization
convex optimization
singular value decomposition
high order
rank minimization
singular values
high dimensional data
feature selection
learning algorithm
data sets
higher order
small number
incomplete data
active learning