10 citations · 13 across the 3 of their papers we have counts for
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cs.LG2025
Forget About It: Mitigating Forgetting Without Replay or Auxiliary Objectives
Anat Kleiman, Gintare Karolina Dziugaite, Jonathan Frankle +2
Have we made mitigating catastrophic forgetting more complicated than it needs to be? Continual adaptation often degrades performance on earlier tasks, motivating rehearsal buffers…
cs.LG2024★ 3 cited
Transcendence: Generative Models Can Outperform The Experts That Train Them
Edwin Zhang, Vincent Zhu, Naomi Saphra +5
Generative models are trained with the simple objective of imitating the conditional probability distribution induced by the data they are trained on. Therefore, when trained on da…