Two Routes to the Middle: Placement Search and Brain Readouts Converge on Where Continual Learners Should Specialize
LS-B observes the first tasks through a frozen fMRI encoding model of twelve human visual areas and commits task-specific capacity once to the blocks whose readouts vary most across tasks relative to their stable structure, yielding stable, backbone-specific allocations.
Yuan Huang, Zi-Han Chen, Run-Bin Zhang et al.
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