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kostas1515/README.md

Hi, Iโ€™m Kostas ๐Ÿ‘‹

I recieved my PhD from King's College London in December 2023. My thesis was in long-tailed (class-imbalanced) image recognition, object detection, instance segmentation. Some information about me:

  • ๐Ÿ‘€ Iโ€™m interested in computer vision, multi-modality learning and large language models (LLMs).
  • ๐Ÿ’ž๏ธ Iโ€™m looking to collaborate on research projects regarding multi-modalilty problems, large-scale image recognition and LLMs.
  • ๐Ÿ“„ Read more about my research on my website kostas1515.github.io

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  1. AGLU AGLU Public

    [ECCV2024 - Oral] Adaptive Parametric Activation

    Jupyter Notebook 44 1

  2. GOL GOL Public

    Official implementation of 'Gumbel Optimised Loss for Long Tailed Instance Segmentation' ECCV2022. Paper at: https://arxiv.org/abs/2207.10936

    Python 18 2

  3. iif iif Public

    Inverse Image Frequency for long-tailed image recognition. Accepted in Transactions on Image Processing - Arxiv version available at: https://arxiv.org/abs/2209.04861

    Python 10 2

  4. improved_baselines improved_baselines Public

    Improved image classification baselines using pytorch ResNets and Transformers

    Python 5