Functional Programming

Computing Science

Computer Science and Engineering

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khoee

My research centers on Adaptation and Generalization in Machine Learning. I specialize in developing Domain Adaptation models and Robust Representation Learning for Out-of-Distribution (OOD) generalization in the field of computer vision, both in inductive and transductive settings, to tackle the challenge of deploying AI models in new, unseen environments. I also design machine learning algorithms with fast adaptation capabilities to efficiently handle new scenarios in low-data regimes. Additionally, I work on creating domain-specific agents using Large Language Models (LLMs) for Planning and Reasoning to address industrial challenges in the automotive sector, specifically with Volvo, through natural language processing.

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khoee_Arsham_Gholamzadeh Khoee

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Arsham Gholamzadeh Khoee

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