Portrait of Ashish Kapoor

Ashish Kapoor

General Manager, Autonomous Systems and Robotics Group

About

I am the General Manager for the Autonomous Systems and Robotics Group (new incarnation of Aerial Informatics and Robotics (AIR)  Group) at Microsoft, Redmond. These days I am thinking a lot of safety, pre-training of deep models and data-driven simulation for Autonomous Systems.

Most of my research these days are driven by my deep desire to build intelligent and autonomous flying agents that are safe and enable applications that can positively influence our society. The core technology builds upon cutting edge research in machine intelligence, robotics and human-centered computation, in order to enable an entire fleet of flying robots that range from micro-UAVs to commercial jetliners. Various application scenarios include Weather Sensing, Monitoring for Precision Agriculture, Safe Cyber-Physical Systems, etc.

More broadly, I am interested in Machine Learning, Quantum Computation and Computer Vision, with applications in User Modeling, Affective Computing and HCI scenarios.

I am also an avid aviator and hold FAA Commercial Pilot certificate (SEL), FAA Flight Instructor certificate (Airplane Single Engine and Instrument Airplane). I am an active amateur aircraft builder and built an RV-8 Aircraft (see: RV-8 build blog ).

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Please note that I update this page maybe once a year. If you need more information then the best way is to email me.

Google Scholar has most up to date list of my publications.

If I don’t know you, then the best way to communicate is via LinkedIn.

If I know you, then the best way to communicate is on email.

If I know you really well, then I’d love to talk to you on the phone.

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Eons ago I did a PhD at the MIT Media Lab, and my Doctoral thesis looked at building Discriminative Models for Pattern Recognition with incomplete information (semi-supervised learning, imputation, noisy data etc.). A significant part of that work involved automatic analysis of non-verbal behavior (e.g. Facial Action Analysis, see Master’s thesis) and physiological responses. The earliest part of my research career tackled the problem of photorealistic facial animations.