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Home/Authors/Marius Dragoi

Marius Dragoi

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

ML×1

Frequent co-authors

Ioana Pintilie1×
Alexandra Dragomir1×
Antonio Barbalau1×
Florin Brad1×

Research Timeline

2026
TailLoR: Protecting Principal Components in Parameter-Efficient Continual Learning

TailLoR is a new parameter-efficient finetuning method that uses the singular bases of pre-trained weights to learn low-rank updates, specifically penalizing updates along dominant directions to improve continual learning.

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Papers

cs.LGRecentJun 4, 2026

TailLoR: Protecting Principal Components in Parameter-Efficient Continual Learning

Marius Dragoi, Ioana Pintilie, Alexandra Dragomir, Antonio Barbalau +1 more

TailLoR is a new parameter-efficient finetuning method that uses the singular bases of pre-trained weights to learn low-rank updates, specifically penalizing updates along dominant directions to impro…

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