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liubodan's Projects

abl-hed icon abl-hed

Handwritten Equations Decipherment with Abductive Learning

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

learn-prolog-now-exercises icon learn-prolog-now-exercises

My solutions to the exercises and practical sessions of the book 'Learn Prolog Now!' by Patrick Blackburn, Johan Bos, and Kristina Striegnitz.

logic_explained_networks icon logic_explained_networks

Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.

umm-discovery icon umm-discovery

UMM-Discovery is a fully unsupervised deep learning method to cluster cellular images with similar phenotypes together, solely based on the intensity values.

uvadlc_notebooks icon uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

ws-dino icon ws-dino

WS-DINO: a novel framework to use weak label information in a self-supervised setting to learn phenotypic representations from high-content fluorescent images of cells.

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