Search Results for author: Ileana Rugina

Found 3 papers, 2 papers with code

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

1 code implementation19 Jan 2024 Adib Hasan, Ileana Rugina, Alex Wang

This paper investigates the impact of model compression on the way Large Language Models (LLMs) process prompts, particularly concerning jailbreak resistance.

Model Compression

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

no code implementations22 Dec 2021 Ileana Rugina, Rumen Dangovski, Mark Veillette, Pooya Khorrami, Brian Cheung, Olga Simek, Marin Soljačić

In recent years, emerging fields such as meta-learning or self-supervised learning have been closing the gap between proof-of-concept results and real-life applications of machine learning by extending deep-learning to the semi-supervised and few-shot domains.

Image-to-Image Translation Meta-Learning +2

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