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<aside> 🔭 Currently: Senior Research Scientist at Imec AiLabs Paris, working on self-improving LLM agents.

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👋 Introduction

My name is Timothée Lesort. I am a Senior Research Scientist at Imec AiLabs Paris, working on self-improving agents.

I am specialized in continual deep learning, which I have applied to both vision and language, in supervised and unsupervised setups. My main focus is representation learning for generalization and making continual learning work at scale.

• Background (postdoc, PhD, previous role)

🚀 Research Projects

• Currently exploring: self-improving agents, at Imec AiLabs Paris.
• Pretraining of Vision transformer for Histopathology arXiv
• Continual pre-training of large language models.
• Characterization of data distribution drifts.
• A better understanding of continual learning models.
• The impact of large pre-trained models for continual learning.