Ileana Rugina

According to our database, Ileana Rugina authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Pruning for Protection: Increasing Jailbreak Resistance in Aligned LLMs Without Fine-Tuning.

Adib Hasan, Ileana Rugina, Alex Wang

CoRR, 2024

Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks.

Ileana Rugina, Rumen Dangovski, Li Jing, Preslav Nakov, Marin Soljacic

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Meta-Learning and Self-Supervised Pretraining for Storm Event Imagery Translation.

Ileana Rugina, Rumen Dangovski, Mark Veillette, Pooya Khorrami, Brian Cheung, Olga Simek, Marin Soljacic

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

2021

Meta-Learning and Self-Supervised Pretraining for Real World Image Translation.

Ileana Rugina, Rumen Dangovski, Mark Veillette, Pooya Khorrami, Brian Cheung, Olga Simek, Marin Soljacic

CoRR, 2021

Adapting Deep Learning Models to New Meteorological Contexts Using Transfer Learning.

Pooya Khorrami, Olga Simek, Brian Cheung, Mark Veillette, Rumen Dangovski, Ileana Rugina, Marin Soljacic, Pulkit Agrawal

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021