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Irene Testa iretes

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PhD student @Unipisa • Continual Learning, Deep Learning

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iretes/README.md

Hi there 👋

I'm a PhD student at the University of Pisa, within the National PhD Program in Artificial Intelligence for Society. I'm supervised by Vincenzo Lomonaco and am part of the Adaptive and Physical AI Agents (ATLAS) Lab.

My research focuses on continual learning, with the goal of developing AI systems that can adapt reliably and efficiently over time.

📚 Google Scholar • 🆔 ORCID • 🤗 Hugging Face • 💼 LinkedIn

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atlas-luiss/GLAM atlas-luiss/GLAM Public

✨ Implementation of GLAM: Grouped LoRA Adapter Merging for efficient continual learning at scale.

Python 7
PROACT PROACT Public

🛡️ PROACT: PROjection and Activation Constrained Training for poisoning-resilient continual learning

Python 1 1
IL2M IL2M Public

♾️ Implementation of the class-incremental method "Incremental Learning with Dual Memory" (IL2M) as an Avalanche plugin.

Jupyter Notebook
blind-object-recognition-soft-grippers blind-object-recognition-soft-grippers Public

🦾 Blind object recognition with soft grippers.

Jupyter Notebook
IR-proj IR-proj Public

📏 Implementation of Product Quantization for Nearest Neighbor Search, including replication of original experiments and exploration of alternative approaches.

Jupyter Notebook 2
rock-scissors-paper rock-scissors-paper Public

🔁 Analysis of a system with three species in a competitive loop.

Jupyter Notebook