Utku Ozbulak (@utkuozbulak)
github

utkuozbulak

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Top repositories

1

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques
Python
7,631
star
2

pytorch-custom-dataset-examples

Some custom dataset examples for PyTorch
Python
857
star
3

pytorch-cnn-adversarial-attacks

Pytorch implementation of convolutional neural network adversarial attack techniques
Python
344
star
4

unsupervised-learning-document-clustering

Document clustering and topic modelling with Python
Python
85
star
5

adaptive-segmentation-mask-attack

Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation" (MICCAI 2019).
Python
55
star
6

facial-expression-recognition

Predicting facial expressions with machine learning algorithms
Python
48
star
7

singular-value-decomposition-on-images

Singular Value Decomposition on rgb and grayscale images
Python
12
star
8

imagenet-adversarial-image-evaluation

Code and some materials from the papers "Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks" (BMVC 2021) and "Evaluating Adversarial Attacks on ImageNet:A Reality Check on Misclassification Classes" (NeurIPS 2021, Workshop track).
Python
11
star
9

UCL-DSSC-Hackaton

Winning project of 2017 University College London Data Science Hackathon
Jupyter Notebook
7
star
10

regional-adversarial-perturbation

Code and materials for the paper "Regional Image Perturbation Reduces Lp Norms of Adversarial Examples While Maintaining Model-to-model Transferability" (ICML 2020, UDL).
Python
6
star
11

mutate-and-observe

Materials for the paper (Bioinformatics) "Mutate and Observe: Utilizing Deep Neural Networks to Investigate the Impact of Mutations on Translation Initiation"
Python
3
star
12

cnn-gifs

1
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