Naoki Hiratani
@nhiratani.bsky.social
74 followers 140 following 5 posts
Computational neuroscientist at WashU https://www.hiratanilab.org/
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nhiratani.bsky.social
I’ll be presenting a paper by Ziyan Li (and myself) on “Optimal Task Order for Continual Learning of Multiple Tasks” this afternoon at #ICML (W-811). Feel free to stop by!
openreview.net/pdf?id=145So...
openreview.net
nhiratani.bsky.social
New preprint! Ziyan and I explore how task order impacts continual learning in neural networks and how to optimize it. Our analysis highlights two key principles for better task sequencing.
Check it out: arxiv.org/pdf/2502.03350
arxiv.org
nhiratani.bsky.social
I’m presenting my work on how task similarity impacts continual learning and interacts with algorithms to mitigate forgetting today at #NeurIPS2024
openreview.net/pdf?id=bE7GW...
openreview.net