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20222026
most citedInductive biases of multi-task learning and finetuning: multiple regimes of feature reuse

2 citations · 2 across the 7 of their papers we have counts for

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Showing 2024Show all

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cs.LG2024

When does compositional structure yield compositional generalization? A kernel theory

Samuel Lippl, Kim Stachenfeld

Compositional generalization (the ability to respond correctly to novel combinations of familiar components) is thought to be a cornerstone of intelligent behavior. Compositionally…

q-bio.NC2024

Source Invariance and Probabilistic Transfer: A Testable Theory of Probabilistic Neural Representations

Samuel Lippl, Raphael Gerraty, John Morrison +1

As animals interact with their environments, they must infer properties of their surroundings. Some animals, including humans, can represent uncertainty about those properties. But…