Search Results for author: Allison Tam

Found 2 papers, 0 papers with code

The Edge of Orthogonality: A Simple View of What Makes BYOL Tick

no code implementations9 Feb 2023 Pierre H. Richemond, Allison Tam, Yunhao Tang, Florian Strub, Bilal Piot, Felix Hill

With simple linear algebra, we show that when using a linear predictor, the optimal predictor is close to an orthogonal projection, and propose a general framework based on orthonormalization that enables to interpret and give intuition on why BYOL works.

Tell me why!—Explanations support learning relational and causal structure

no code implementations29 Sep 2021 Andrew Kyle Lampinen, Nicholas Andrew Roy, Ishita Dasgupta, Stephanie C.Y. Chan, Allison Tam, Chen Yan, Adam Santoro, Neil Charles Rabinowitz, Jane X Wang, Felix Hill

Explanations play a considerable role in human learning, especially in areas that remain major challenges for AI—forming abstractions, and learning about the relational and causal structure of the world.

Odd One Out

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