No, those definitions quite clearly don’t say anything about data efficiency or generalization, or the other problems I raised.
I think you have misunderstood the concept of continual learning. It doesn’t mean what you seem to think it means. You seem to be confusing the concept of continual learning with some much more expansive concept, such as generality.
If I’m wrong, you should be able to quite easily provide citations that clearly show otherwise.
No, those definitions quite clearly don’t say anything about data efficiency or generalization, or the other problems I raised.
I think you have misunderstood the concept of continual learning. It doesn’t mean what you seem to think it means. You seem to be confusing the concept of continual learning with some much more expansive concept, such as generality.
If I’m wrong, you should be able to quite easily provide citations that clearly show otherwise.