Progress, Potential, and Possibilities Podcast / Show Dr. Ilke Demir, Ph.D. - Deep Fake Detection, Deterrence & Defense
Dr. Ilke Demir, Ph.D ( https://ilkedemir.weebly.com/ ) works at the intersection of computer vision and machine learning and her research focuses on generative models for digitizing the real world, deep fake detection and generation techniques, analysis and synthesis approaches in geospatial machine learning, and computational geometry for synthesis and fabrication ( https://scholar.google.com/citations?user=6837MdMAAAAJ&hl=en ).
Most recently Dr. Demir served as a Senior Staff Research Scientist at Intel Corporation, leading Intel’s Trusted Media team. She established the research foundations of the world’s largest volumetric capture studio at Intel, bridging the gap between the creative process and AI approaches.
Prior to joining Intel, Dr. Demir had startup experience at DeepScale, working on perception for autonomous vehicles (with a successful acquisition by Tesla), and she was also a visiting scholar at UCLA.
Dr. Demir earned her Ph.D. and M.S. in Computer Science from Purdue University advised by Prof. Daniel Aliaga, and her B.S. in Computer Engineering from Middle East Technical University in Ankara, Türkiye with a minor in Electrical Engineering.
Afterwards, Dr. Demir joined Facebook as a Postdoctoral Research Scientist working with Prof. Ramesh Raskar from MIT, where their team developed the breakthrough innovation on generative street addresses. Her research further included deep learning approaches for human behavior understanding in next generation virtual reality headsets, geospatial machine learning for map creation, and 3D reconstruction at scale.
At the intersection of art and science, Dr. Demir also contributed to several animated feature and VR/AR short films in Pixar Animation Studios and Intel Studios, respectively.
In addition to her publications in top-tier venues, Dr. Demir has organized workshops, competitions, and courses in deep learning, computer vision, and graphics such as DeepGlobe, SkelNetOn, WiCV, SUMO, DLGC, EarthVision, and OpenEDS, to name a few.
Dr. Demir received numerous awards and honors such as Jack Dangermond Award, Bilsland Dissertation Fellowship, and IEEE Industry Distinguished Lecturer, in addition to her best paper/poster/reviewer awards. Her scientific articles received significant attention from researchers and media outlets around the world, such as The Independent, VentureBeat, MIT Tech Review, and Liberation. She has been invited to present over 120 talks and panels worldwide, on the wide range of topics that her work spans.
Dr. Demir has been actively involved in women in science organisms, always being an advocate for women and underrepresented minorities.
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