BAYOYO 2022: Science Academy – Özyeğin University
Machine Learning Summer School

New Approaches & Applications in Machine Learning
27-29 June 2022

The event will be Turkish and remote.

ABOUT

BAYOYO 2022: Science Academy Özyeğin University Machine Learning Summer School

27-29 June 2022

We are pleased to announce the 7th Science Academy Machine Learning Summer School, which will be held in Istanbul between 27-29 June this year. Özyeğin University Computer Science Department organizes this summer school under the supervision of the Science Academy. The first of the "Machine Learning Summer School" series was held In 2016, and in the following years, the following institutions were successfully organized with different themes:

The 7th summer school of this series will be held under “New Approaches and Applications in Machine Learning” via Zoom.

The purpose of the summer school is to:

  • refresh the basic knowledge required to conduct research in AI,
  • provide information about the latest research developments,
  • bring together industry and graduate students,
  • provide interaction between thesis students and instructors who are experts in their fields.

The target audience of the summer school is for undergraduate students (preferably a senior year), graduate students, faculty members, and interested persons in industrial establishments and technoparks who are interested in research in AI.

INSTRUCTORS

GOLD SPONSORS

SILVER SPONSORS

BRONZ SPONSORS

REGISTRATION INFORMATION

The registration fee is 50 ₺, 100 ₺ for academicians, and 200 ₺ for industry participants. The session capacity of the Summer School is limited to 750 people.

Note: Session capacity is almost full. New registrations will be accepted until Friday, June 17, at 13:00. Information will be sent by e-mail within 2-3 days for payment transactions. Payments must be made by June 22 to complete the registration process. Participants who do not make their payments by this date will be cancelled.

You can register from the link below or the QR code:

27 June (Monday)

Computer Vision

Start End
Opening Ceremony
OzU Prof. Fatih Uğurdağ ve BA, ODTÜ Prof. A. Aydın Alatan
9:30 10:00
Sentetik Dünyalar Yaratan Derin ve Yordamsal Üretken Modeller
İlke Demir (Intel)
10:00 10:50
Hayal Edebilen ve Sağduyuya Sahip Derin Modeller
Aykut Erdem (Koç University)
11:00 11:50
Yalnızca kamera sistemleri ile otonom sürüş mümkün mü?
Ömer Orkun Düztaş (Büyütech)
12:00 12:30
Lunch Break 12:30 13:30
Nesne tespitindeki dengesizlik için sıralama-tabanlı kayıp fonksiyonları
Emre Akbaş (Orta Doğu Teknik University)
13:30 14:20
Perakendede Görsel Yapay Zeka: Mevcut Teknoloji ve Yönelimler
Erdem Yoruk (VISPERA)
14:30 14:50
Bilgisayarla Görü ve Bilgisayar Grafikleri Köprüsü (Differential Rendering)
Furkan Kıraç (Özyeğin University)
14:50 15:40
Otonom Sürüş’te Yapay Zeka ve Güncel Yaklaşımlar
K. Berker Loğoğlu (Kuartis)
15:50 16:10
Otonom araç geliştirme süreçlerinde açık kaynaklı yaklaşımlar
Samet Kütük (LEO Drive)
16:10 16:30
Learning Agile Vision-based Flight
Davide Scaramuzza (ETH Zurich)
16:30 17:20
İnsansız hava araçları üzerinde çekilen görüntülerde, nesne tanıma ve takip neden daha zordur?
Sedat Özer (Özyeğin University)
17:20 18:00

28 June (Tuesday)

Natural Language Processing & Bioinformatics

Start End
Türkçe Doğal Dil İşleme: Türkçe Artık Düşük Kaynaklı Bir Dil Değil
Olcay Taner Yıldız (Özyeğin University)
10:00 10:35
Doğal Dil İşleme için Derin Ağlar
Reyyan Yeniterzi (Sabancı University)
10:40 11:15
Derin Öğrenme ile Ses ve Müzik Sentezi
Cenk Demiroğlu (Özyeğin University)
11:20 11:55
Güncel konuşma ve metin işleme modelleri
Yunus Emre Özköse (SESTEK)
12:00 12:20
IoT alanında Yapay Öğrenme Uygulamaları
İbrahim Kaya (ESEN)
12:20 12:30
Lunch Break 12:30 13:30
Doğal Dil İşlemede Dilbilimcilerin Katkısı Nasıl?
Balkız Öztürk
13:30 14:05
Dil Derlemleri, TS Corpus ve TDD
Taner Sezer
14:10 14:45
Edebî Metinlerin Çevirisinde Çevirmen Üslubu ve Makine Çevirisi
Mehmet Şahin
14:50 15:25
Data Driven Decision Making
Soner Serbest (Palantir)
15:30 15:50
Bilgisayarlı Görü ile Güvenli ve Verimli Havalimanları
Yiğit Özen (ArgosAI Teknoloji)
15:50 16:10
Derin Öğrenme ile Kopya Sayısı Varyasyonu Tahmini
Ercüment Çiçek
16:10 17:00
Bioenformatics
Rob Patro
17:10 18:00

29 June (Wednesday)

Embodied Intelligence – Robotics & Hardware for AI

Start End
Robotlarda yüksek seviyeli kavram öğrenimi
Emre Uğur (Boğaziçi University)
10:30 11:50
Akıllı Trafik Sistemleri
Merve Dadaş (ISSD)
11:50 12:00
Akıllı Ev: Fırsatlar ve Zorluklar
Zeki Bilgin (Arçelik)
12:00 12:20
Lunch Break 12:30 13:30
PULP Platform: Açık kaynaklı RISC-V tabanlı işlemciler ile yapay öğrenme
F. Kağan Gürkaynak (ETH Zurich)
13:30 14:20
Veri Güvenliği Paneli
Reyhan Aydoğan (OzU), Özlem Yenerer Çakmut (OzU), Özlem İnanç (OzU), Ömer Özer (Özer-Partners Law Firm)
14:30 15:30
Yapay Zeka ve DataBoss
Süleyman Serdar Kozat (DataBOSS)
15:40 16:00
Learn to Design Accelerators: The Future of Hardware Design
Amir Yazdanbakhsh (Google)
16:00 16:50
Efficient Deep Learning on Edge Accelerators
Berkin Akın (Google)
17:00 18:00

ORGANIZING COMMITTEE

İsmail Aktürk

Özyeğin University

İsmail Arı

Özyeğin University

Reyhan Aydoğan

Özyeğin University

Furkan Kıraç

Özyeğin University

Sedat Özer

Özyeğin University

Erhan Öztop

Özyeğin University

Emre Sefer

Özyeğin University

Hasan Sözer

Özyeğin University

Olcay Taner Yıldız

Özyeğin University

Volunteer Students

ADVISORY BOARD

A. Aydın Alatan

Middle East Technical University

Bülent Sankur

Boğaziçi University

CONTACT

For any questions or problems, please contact the address below.

[email protected]