Ileana Rugina

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Historical Data

Learning Models

Top Venues

Publications

Adib Hasan, Ileana Rugina, Alex Wang
Pruning for Protection: Increasing Jailbreak Resistance in Aligned LLMs Without Fine-Tuning. CoRR (2024)
Ileana Rugina, Rumen Dangovski, Li Jing, Preslav Nakov, Marin Soljacic
Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks. LREC/COLING (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)