Valentinos Pariza

PhD student at University of Technology Nuremberg (UTN), fomerly MS @ UvA & Researcher @ TNO, ex-Amazonian.

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52H Ulmenstraße, 90443

Nuremberg, Germany

I am a first year PhD student in Artificial Intelligence at the Fundamental AI (FunAI) Lab, University of Technology Nuremberg (UTN), specializing in leveraging Self-Supervised Learning and synthetic data to enhance the capabilities of Vision Models. Before this, I graduated cum laude with a Master’s in AI from the University of Amsterdam, where I also participated in the Ellis MSc Honours Programme for my thesis research, supervised by Prof. Yuki M. Asano, Dr. Gertjan Burghouts, and Prof. Francesco Locatello while working at TNO. I got my Bachelor’s in Computer Science, with a focus on AI, from the University of Cyprus graduating with the second-highest GPA in my department.

My research journey has included internships at Amazon, where I improved efficiency across systems, and at South Pole, where I enhanced CO₂ product-category matching algorithms. I also co-developed “Fooderloo,” a project addressing food waste in Cyprus. With a passion for pushing the boundaries of AI, I actively contribute to the field, including publishing work in ICLR and exploring reproducibility in AI research.

When not immersed in research, I enjoy music, cycling and generally sports, as well as exploring the world, new ideas and challenges, all guided by curiosity and a drive to make a meaningful impact in AI.

news

Jan 24, 2025 Excited to announce that our paper, “NeCo: Improving DINOv2’s spatial representations in 19 GPU hours with Patch Neighbor Consistency,” has been accepted to ICLR 2025! 🎉 You can read it here.
Dec 01, 2024 Excited to begin my PhD journey at the University of Technology Nuremberg, focusing on Self-Supervised Learning and synthetic data to improve Vision Models. Grateful to work under the supervision of Dr. Yuki M. Asano. Looking forward to contributing to advancements in AI research!
Aug 01, 2024 Honored to graduate cum laude from the University of Amsterdam with an MSc in Artificial Intelligence! Grateful for the opportunity to participate in the Ellis MSc Honours Programme.
Oct 15, 2023 Published a reproducibility study in ReScience C: “Reproducibility Study of ‘Label-Free Explainability for Unsupervised Models.’” Read more here.
Aug 20, 2023 Thrilled to have been given the “Best Ready for Production Solution” by the Summer of AI organisation for improving the CO₂ product-category matching algorithm at South Pole during my internship, increasing its top-1 accuracy by 25.2% and deploying the enhanced models to production using Kubernetes.
Mar 15, 2021 Proud to win 1st place in the “Go Green, Go Digital, Go Start-up!” competition for my project, Fooderloo—a sustainable solution to reduce food waste in Cyprus.
Aug 31, 2020 Started my journey at Amazon Data Services in Ireland as part of the Consumer Reliability Engineering – Analytics (CRA), Operational Intelligence team. Excited to contribute to the company’s innovative projects and collaborate with talented colleagues.
Jul 10, 2020 Delighted to be awarded “Best & Most Innovative Solution 2020” in the Cyprus Digital Championship for Students for Fooderloo, tackling food waste in environmentally friendly ways.

selected publications

  1. neco.gif
    NeCo: Improving DINOv2’s spatial representations in 19 GPU hours with Patch Neighbor Consistency
    Valentinos Pariza, Mohammadreza Salehi, Gertjan Burghouts, and 2 more authors
    2024
  2. mlrc_2023.gif
    Reproducibility Study of ”Label-Free Explainability for Unsupervised Models”
    V. Pariza, Avik Pal, Madhura Pawar, and 1 more author
    2023