KUIS AI
In February 2020, Koç University and İş Bankası jointly established the Artificial Intelligence Center at Koç University to create a center of excellence in the emerging field of artificial intelligence. The center creates unmatched synergy combining the scientific resources of the College of Engineering with the financial support of İş Bankası to add to the mission conceived a century ago.
Abhinav Valada: Robot Learning for Open-World Autonomy
Varun Jampani: Crafting Video Diffusion: Precise Controls and Rich Outputs
Pierluigi Zama Ramirez: Neural Processing of 3D Neural Fields
Robert Geirhos: Are generative video models the path towards solving visual intelligence?
Burak Varıcı: Causal Representation Learning
Jiazhi Yang: Pathways of Igniting World Models in Intelligent Autonomy
Deniz Gunceler: How large-scale AI is transforming the Physical Sciences
Zeyu Wang: Toward Synergistic Human-AI Content Creation
Atakan Aral: The Promise of Edge AI for Remote Monitoring
Özge Akbulut: Zero-shrinkage advanced ceramics as a multiple parameter optimization problem
Edoardo Ponti: Adaptive Memory and Tokenization in Foundation Models
Murat Tekalp: Görüntü ve Video İşlemede Derin Öğrenme Devrimi
Deniz Yüret: Dördüncü Yapay Zeka Devrimi
Doga Dogan: Ubiquitous Metadata: Design and Fabrication of Embedded Markers for Real-World Objects
Serdar Kadioglu: Toward Modeling Assistants: Bridging Natural Language and Optimization
Evin Pinar Ornek: From Unseen Objects to Holistic 3D Scene Understanding
Stefan Baur: Self-Supervised 3D Scene Flow for LiDAR Object Detection Without Human Annotations
Sebastian Goldt: Learning higher-order data correlations with neural networks, efficiently
Boris Ivanovic: Revolutionizing Autonomous Vehicle Development with Foundation Models
Hongyan Li: Vista: The Evolution of Mobility: Self-driving Vehicles on the Horizon
Fatma Güney: Otonom Araçlar | İnsansız Araçla Seyahatin Geleceği
Uğur Teğin: Optics for AI: Photonic Neural Networks and Optical Computing
Matteo Poggi: Unlocking the Third Dimension: a Journey into Depth Estimation from Image
Danqi Chen: Data Selection for Pre-training and Instruction-tuning of LLMs
Faïcel Chamroukhi: On Some Statistical and Machine Learning Problems in Research and Engineering
Didem Unat: Süperbilgisayarlar için Yazılım: 10^18 demek dile kolay!
Murat A. Erdoğdu: Feature Learning in Two-layer Neural Networks: The Effect of Data Covariance
Georg Martius: Machine Learning for Autonomously Learning Robots
Sebastian Risi: Growing Adaptive and Self-Assembling Machines
Ahmet Üstün: Aya: An Open Science Initiative to Accelerate Multilingual AI Progress