University of California, Riverside (UCR)

CF-JEPA advances time-series learning with mask-free prediction

Researchers have introduced CF-JEPA, a novel mask-free framework for time-series representation learning. This approach utilizes multi-horizon forward prediction instead of masking, leveraging the temporal order of data…