Mehmet CanYavuz, PhD
Assistant Professor @ Işık University, İstanbulProducer @ Arky Multimedia Analytics Lab.
( Photo & Video Gallery )
I am an Assistant Professor specializing in machine learning, with a research focus on the intersection of art, vision, sound, and language modalities, as well as biomedical imaging. My work is deeply informed by philosophical inquiry, integrating computational methods with critical perspectives.
Education
Sectoral Experience
Scientific Research
[in Progress] Morphology of Dramatic Works
Self-Supervised Variational Contrastive Learning with Applications to Face Understanding
YFCC-CelebA Face Attributes Datasets
Policy Gradient-Driven Noise Mask
Recent Artworks
I have a unique blend of expertise in art and engineering, with a specialization in animation, video production, and drama. I'm deeply passionate about the art of montage and its significance in cinema, and I strictly adhere to the principles of tragedy in my written works. I also incorporate machine learning techniques in my literary works and animations, actively contributing to the development of these algorithms and regularly publishing my findings in scientific conferences and journals.