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Workshop
2nd On-Device Intelligence Workshop
Paul Whatmough · Vijay Janapa Reddi · Chuteng Zhou · Igor Federov · Matthew Mattina · Pete Warden · Ganesh Venkatesh · Vikas Chandra

Fri Apr 09 07:00 AM -- 03:00 PM (PDT) @ None
Event URL: https://www.arm.com/resources/research/ml/workshop?_ga=2.247034436.1133774933.1616437299-942946774.1615910633 »

Ubiquitous on-device artificial intelligence (AI) is the next step in transforming the myriad of mobile computing devices in our everyday lives into a new class of truly “smart” devices capable of constantly observing, learning and adapting to their environment. The 2nd on-device intelligence workshop aims to advance the state-of-the-art by bringing together researchers and practitioners to discuss the key problems, disseminate new research results, and provide practical tutorial material.

Author Information

Paul Whatmough (Arm Research)
Vijay Janapa Reddi (Harvard University)
Chuteng Zhou (Arm Research)
Igor Federov (Arm Research)
Matthew Mattina (Arm ML Research Lab)
Pete Warden (Google)
Ganesh Venkatesh (Facebook)
Vikas Chandra (Facebook)

I lead the on-device AI research team in the AR/VR group focusing on vision and speech/NLU applications. My research interests include all aspects of HW/SW co-design for efficient on-device AI. I received a PhD in Computer Engineering from Carnegie Mellon University in 2004. I have held the positions of Visiting Scholar (2011 – 2014) and Visiting Faculty (2016 – 2017) at Stanford University. I have authored 70+ research publications and am an inventor on 40+ US and international patents. I received the ACM-SIGDA Technical Leadership Award in 2009 and was invited to the 2017 National Academy of Engineering’s Frontiers of Engineering Symposium. I am a senior member of IEEE.

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