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Hi, I’m Kostas 👋

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:

  • 👀 I’m interested in computer vision, multi-modality learning and large language models (LLMs).
  • 💞️ I’m looking to collaborate on research projects regarding multi-modalilty problems, large-scale image recognition and LLMs.
  • 📄 Read more about my research on my website kostas1515.github.io

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Alexandridis, Konstantinos Panagiotis's Projects

aglu icon aglu

[ECCV2024 - Oral] Adaptive Parametric Activation

ddos icon ddos

School Project For Web Security, DDOS Attack

drone-net icon drone-net

2664 images of drones, labeled, with trained YOLO weights.

feature_as_distribution icon feature_as_distribution

monte carlo simulation for generating the distribution of a feature and how can this distribution be used for feature selection using normality tests.

feauture-selection-techiques icon feauture-selection-techiques

This tutorial describes how to make custom feature selection methods, and introduce smart techniques for data manipulation

fiasco icon fiasco

A fractal image compression library originally written by Ullrich Hafner

gol icon gol

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

iif icon iif

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

mediawiki icon mediawiki

🌻 The collaborative editing software that runs Wikipedia. This is a mirror from gerrit.wikimedia.org. See https://www.mediawiki.org/wiki/Developer_access for contributing.

notes icon notes

JustApp Workshop - Σημειώσεις Εργαστηρίου και Υλικό Παρουσιάσεων

optim_lt_classif icon optim_lt_classif

Optimised Long-tailed Classification Pipelines, using Hydra Configs, DDP, Bayesian Hyper-Parameter Optimisation

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