BIRD transfers aligned behavior across models with different architectures, tasks, and data by minimizing linear CKA between teacher and student representations, and three teacher representation properties explain most transfer success.
Building safe artificial intelligence: specification, robustness, and assurance, 2018
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
BIRD: Behavior Induction via Representation-structure Distillation
BIRD transfers aligned behavior across models with different architectures, tasks, and data by minimizing linear CKA between teacher and student representations, and three teacher representation properties explain most transfer success.