2025
Building, Reusing, and Generalizing Abstract Representations from Concrete Sequences
ICLR 2025poster
Humans excel at learning abstract patterns across different sequences, filtering out irrelevant details, and transferring these generalized concepts to new sequences. In contrast, many sequence learning models lack the ability to abstract, which leads to memory inefficiency and poor transfer. We int…