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Name: Danilo Đorđević

Type: User

Company: ETH Zürich

Bio: MSc student @ ETH Zürich, researching the broad area of deep learning, part. transformers, image retrieval, GNNs, generative models, both in CV and NLP.

Location: Zurich, Switzerland

Danilo Đorđević's Projects

algorithms-practice

Python notebook containing to some selected leetcode/hackerrank problems.

cnnimageretrieval-pytorch-transformer

The modification of the original "Fine-tuning CNN Image Retrieval with No Human Annotation" paper, where I use Vision Transformer architectures instead of CNNs to extract features.

image-retrieval-using-transformers

This repository contains code used to perform image retrieval using transformers. It is a demonstration of how using vision transformers, metric learning, and a novel loss based on differential cross-entropy can lead to better retrieval than classical CNN-based methods.

nlp-projects

This repository contains my original code solutions and project reports, as well as the provided problem formulations for assignments 1, 2, 3 and 6 for the Natural Language Processing course, held in the Autumn semester 2022 at ETH Zürich. Each folder contains the files of the corresponding assignment.