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black0017/README.md

Why statement

I believe in sharing AI research experiences with blogs & open-source and creating useful human-centered AI solutions.

Core projects

Who am I?

I love minimalism, simplicity, and honesty. In social terms, I am an Electrical and Biomedical Engineer (MEng + MSc) interested in the development of human-centered AI. I am currently conducting my Ph.D. research at the University of Dusseldorf. I occasionally publish blog posts on AI Summer. Previous AI research projects that I consciously participated in include radiotherapy research for people with cancer (2020), Greek Sign Language solution systems (2019) and educational games for people with disabilities (2018).

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Email remark If you have an offer, opportunity, or introduction that might make my life more interesting, then definitely e-mail me at nikolas [%*^*&_at_&%^*] theaisummer.com . I’ll only respond to those proposals that are a good match for my schedule and interests.

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  1. MedicalZooPytorch MedicalZooPytorch Public

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

    Python 1.7k 298

  2. 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 154

  3. 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 24 2

  4. HHU-MMBS/plp-official-tmlr2024 HHU-MMBS/plp-official-tmlr2024 Public

    Code for our TMLR 2024 paper: Adapting Contrastive Language-Image Pretrained (CLIP) Models for Out-of-Distribution Detection https://arxiv.org/abs/2303.05828

    Python 4

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

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

    Python 1