Abstract
Frontiers Events is a rapidly growing calendar management system dedicated to the scheduling of academic events. This includes announcements and invitations, participant listings and search functionality, abstract handling and publication, related events and post-event exchanges. Whether an organizer or participant, make your event a Frontiers Event!
Highlights
It is received wisdom that biological visual systems outmatch current artificial systems at complex visual tasks like object recognition
It is widely believed that tolerance ("invariance") to identity-preserving image variation is critical, systematic comparisons of state-of-the-art artificial visual representations almost always rely on "natural" image databases that can fail to probe the ability of a recognition system to solve the invariance problem [Pinto et al.]
To understand how well current state-of-the-art visual representations perform relative to each other, relative to low-level neuronal representations, and relative to high-level representations, we tested all of these representations on a common set of visual object recognition tasks that directly engage the invariance problem
Summary
It is received wisdom that biological visual systems outmatch current artificial systems at complex visual tasks like object recognition. McGovern Inst/Dept of Brain & Cog Sci, MIT Rowland Institute, Harvard Because artificial systems are improving every day, they may surpass human performance some day.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.