safakkbilici

YTU-CE

Yildiz Technical University, Computer Engineering Lecture Notes + Slides + Homeworks + Examples

Synthetic-Music-Generation-with-Deep-Neural-Networks

Generating music with Vector Quantized Variational Autoencoders plus Scalable Sparse Transformer: "JukeBox". Code for inzva ai projects #5.

Deep-Learning-Lecture-2020-2021-First-Term

Skylab Deep Learning Lecture Notes | 2020-2021 First Term.

Academic-Paper-Title-Recommendation

Supervised text summarization (title generation/recommendation) based on academic paper abstracts, with Seq2Seq LSTM and T5.

bayesmedaug

Bayesian Optimization Library for Medical Image Segmentation.

x-tagger

A Natural Language Processing toolkit for sequence labeling in its simplest form.

Six-Degrees-of-Kevin-Bacon

Breadth First Search implementation on Bipartite Undirected Graph.

Conditional-Variational-Transformer

Code for our paper "Transformers as Neural Augmentors: Class Conditional Sentence Generation via Variational Bayes", arXiv preprint arXiv:2205.09391, 2022.

Variational-Sentence-Augmentation-For-Masked-Language-Modeling

Code for our paper "Variational Sentence Augmentation for Masked Language Modeling", ASYU 2021.

notes

OpenCARGO

A cargo submitting, tracking application written in Java 1.8. GUI is implemented in Java Swing and Database is implemented with MySQL.

safakkbilici.github.io

My personal nerdy website.

Exploring-The-Limits-Of-Data-Augmentation-For-Retinal-Vessel-Segmentation

Code for our paper "Exploring The Limits of Data Augmentation for Retinal Vessel Segmentation", arXiv preprint arXiv:2105.09365, 2021.