Search papers, labs, and topics across Lattice.
3
0
5
Forget juggling CL and SML separately—Streaming Continual Learning (SCL) offers a single framework for rapid adaptation *and* knowledge retention in dynamic environments.
Forget catastrophic forgetting: modular memory, blending in-context and in-weight learning, offers a practical path to truly continual learning agents.
Conformal prediction offers a surprisingly effective way to pinpoint exactly which samples are most affected by concept drift, even when traditional methods struggle in complex data.
