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Ileana Rugina
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 5
Top Topics
Global Scale
Base Classifiers
Fine Tune
Meta Knowledge
Top Venues
CoRR
IEEE BigData
HPEC
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Publications
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Adib Hasan
,
Ileana Rugina
,
Alex Wang
Pruning for Protection: Increasing Jailbreak Resistance in Aligned LLMs Without Fine-Tuning.
CoRR
(2024)
Ileana Rugina
,
Rumen Dangovski
,
Mark Veillette
,
Pooya Khorrami
,
Brian Cheung
,
Olga Simek
,
Marin Soljacic
Meta-Learning and Self-Supervised Pretraining for Storm Event Imagery Translation.
HPEC
(2023)
Pooya Khorrami
,
Olga Simek
,
Brian Cheung
,
Mark Veillette
,
Rumen Dangovski
,
Ileana Rugina
,
Marin Soljacic
,
Pulkit Agrawal
Adapting Deep Learning Models to New Meteorological Contexts Using Transfer Learning.
IEEE BigData
(2021)
Ileana Rugina
,
Rumen Dangovski
,
Mark Veillette
,
Pooya Khorrami
,
Brian Cheung
,
Olga Simek
,
Marin Soljacic
Meta-Learning and Self-Supervised Pretraining for Real World Image Translation.
CoRR
(2021)
Ileana Rugina
,
Rumen Dangovski
,
Li Jing
,
Preslav Nakov
,
Marin Soljacic
Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks.
CoRR
(2020)