We test frozen, neurally collapsed foundation models (FMs) on transferability to new classes. The weight generator (GEN) uses training data from a novel task T to consecutively generate one or more ...

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Rethinking Nonstop Transformation: Real progress comes from steady adaptation, not endless upheaval. Stop Holding Yourself Back: How to overcome self-limiting beliefs. A Playbook for Courageous ...