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black0017/README.md

Who am I? Hi there, I'm Nikolas, born and raised in a small village in northern Greece. I've lived in three countries (Greece, France, and Germany) and travelled in more than 20. I love minimalism, outdoor activities, and hands-on AI projects. I have recently finished my Ph.D. at the University of Düsseldorf (02/2026), and I'm looking for my next career step! I previously studied electrical engineering and computer science in Greece and completed an MSc in biomedical engineering. My main interests include generative AI, representation learning, multimodal learning, computer vision, pretraining, and fine-tuning AI models.

Core projects

If you have an offer, opportunity, or introduction that might make my life more interesting, send me a DM on LinkedIn.

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  1. HHU-MMBS/swg_bmvc2025_official HHU-MMBS/swg_bmvc2025_official Public

    Code accompanying the paper "Guiding a diffusion model with itself using sliding windows" accepted at BMVC 2025, based on open source code and weights of existing class-conditional diffusion models

    Jupyter Notebook 3

  2. HHU-MMBS/clustermine_wacv_official HHU-MMBS/clustermine_wacv_official Public

    Code accompanying the WACV 2026 paper "ClusterMine: Robust Label-Free Visual Out-Of-Distribution Detection via Concept Mining from Text Corpora"

    Python 1

  3. MedicalZooPytorch MedicalZooPytorch Public

    A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

    Python 1.9k 305

  4. The-AI-Summer/self-attention-cv The-AI-Summer/self-attention-cv Public

    Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

    Python 1.2k 153

  5. HHU-MMBS/TEMI-official-BMVC2023 HHU-MMBS/TEMI-official-BMVC2023 Public

    [BMVC2023] Official code for TEMI: Exploring the Limits of Deep Image Clustering using Pretrained Models

    Python 28 2

  6. HHU-MMBS/cedm-official-wavc2025 HHU-MMBS/cedm-official-wavc2025 Public

    WAVC2025: Rethinking cluster-conditioned diffusion models for label-free image synthesis

    Python 4