Past Projects

2025-2026

Student(s) Advisor(s) Project title
Yusuf Demir, Arya Zeynep Mete Tunca Dogan Molecular Intelligence for Novel Discovery (MIND): A Universal Multi-Modal Foundation Model for Life’s Molecules
Buse Baser, Arda Ceylan Pinar Duygulu Sahin Gait analysis for measuring the performance of rehabilitation
Ezel Bayraktar, Alperen Demirci, Bora Dere Erkut Erdem Understanding Radiology Images with Large Multimodal Models (LLMs)
Leen Said, Rita Sulaiman Ozgur Erkent Traversable Path Finding by Using Past Experience
Mustafa Sahin, Begum Sude Uslu Gulden Olgun Deep inferring miRNA expression from scRNA-seq data
Yusuf Kucukoner, Sukriye Ozturk Adnan Ozsoy Blockchain Simulator
Bugra Simsek Adnan Ozsoy Consensus Algorithm Repository for Blockchain Research
Zaina Abushaban, Suleyman Yolcu Nazli Ikizler Cinbis Generalizable Vision Transformer Pipelines via Masked Autoencoder Pretraining

2024-2025

Student Advisor Project title
Zaina Abushaban Suleyman Tosun, Selma Dilek Implementation of a Machine Learning Application on a Microcontroller

2023-2024

Student Advisor Project title
Ahmet Yigit Kilic Erkut Erdem Evaluating Visio-Linguistic Capabilities of Text-to-Image Synthesis Models
Onur Demirel Adnan Özsoy Parallelization of data compression on different parallel processing systems
Umut Dinc Erkut Erdem Event-Based Optical Flow Estimation

2022-2023

Student Advisor Project title
Sevinc Ekin Sevil Sen Analysis of Android Third-Party Libraries with Security Perspective
Elif Selvi Erkut Erdem CRAFT3D: Causal Reasoning in a 3D Environment
Erdem Korhan Erdem Nazli Ikizler Cinbis Recognizing hand gestures in low resolution, low frame-rate videos
Mehmet Berat Ersari Erkut Erdem Low-light Image Enhancement
Mohamed Hedi El Fkir Erkut Erdem Omnidirectional Image Quality Assessment
Sura Nur Erturkmen Erkut Erdem Image Enhancement in RAW domain

2021-2022

Student Advisor Project title
Desmin Alpaslan Erkut Erdem Visual Saliency Prediction
Vedat Baday Erkut Erdem Semantic Image Editing
Murat Çelik Lale Özkahya Link Prediction on Networks using Structural Similarity

2020-2021

Student Advisor Project title
Mert Can Demir Fuat Akal Using Machine Learning to Help Physicians with their Diagnoses
Sercan Amaç Aykut Erdem and Erkut Erdem Multimodal Machine Translation
Muhammed Şamil Ateşoğlu Aykut Erdem and Erkut Erdem Automatic Question Generation from Videos
Mert Çökelek Aykut Erdem and Erkut Erdem Dynamic Saliency Prediction
Selim Şeker Aykut Erdem and Erkut Erdem Understanding Procedural Instructions
Çağatay Yiğit Aykut Erdem and Erkut Erdem Video Question Answering
Arda Hüseyinoğlu Nazlı İkizler Cinbiş Zero-shot Sign Language Recognition
Şaban Samed Duman Lale Özkahya and Pınar Duygulu Şahin Sequence Alignment Problem on Action Graph
Ali Kayadibi Adnan Özsoy Blockchain-as-a-service
Oğuz Bakır Pınar Duygulu Şahin Sketch to sketch translation using GANs
Fidan Samet Pınar Duygulu Şahin Sketch to sketch translation using reinforcement learning
Zeki Emre Ünel Pınar Duygulu Şahin Video animation generation using GANs

2019-2020

Student Advisor Project title
M. Sercan Amaç Aykut Erdem, Erkut Erdem Visual Question Answering
Onur Cankur Adnan Özsoy Distributed Data Storage on Blockchain
Beyza Çevik Sevil Şen, Burcu Can Automatic Generation of Android App Descriptions
Gökhan Özeloğlu Lale Özkahya Motif Counting in Big Networks

2018-2019

Student Advisor Project title
Ali Yunus Emre Özköse Aykut Erdem and Erkut Erdem Neural Photo Album Summarization
Taha Sevim Lale Özkahya Partitioning The Network Into Communities using Motifs
Muhammet Selçuk Güvel Lale Özkahya Structural Analysis of Character Networks

2017-2018

Student Advisor Project title
Ali Burak Ozakinci Adnan Ozsoy Benchmark Testing of Mobile Embedded GPGPU Parallel Processing Systems for Energy Effectiveness
Furkan Mevlut Kucukdemir Adnan Ozsoy Benchmark Testing of Mobile Embedded GPGPU Parallel Processing Systems for Application Performance
Diyala Nabeel Ata Erekat Burcu Can Compositional Morphology
Mete Han Kahraman Burcu Can Çekoslovakyalılaştıramadıklarımızdan mısınız?
Nehil Danis Aykut Erdem and Erkut Erdem Deep Image Transformation Networks
Menekse Kuyu Aykut Erdem and Erkut Erdem Neural Approaches for Image Captioning in Turkish
Berkay Ozcan Mehmet Koseoglu Indoor Localization via Wi-Fi Fingerprinting
Hayati Ibis Ufuk Celikcan Crack the Test with VR-Prep
Mervan Savga Ufuk Celikcan Treatment of OCD by Virtual-Reality-Based Therapy