Brains, Minds + Machines Seminar Series: Hypernetworks and a New Feedback Model

Photo of Lior Wolf
March 16, 2020 - 4:00 pm to 5:00 pm
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Speaker/s: 

Lior Wolf, Tel Aviv University and Facebook AI Research.

Organizer: 

Hypernetworks, also known as dynamic networks, are neural networks in which the weights of at least some of the layers vary dynamically based on the input. Such networks have composite architectures in which one network predicts the weights of another network. I will briefly describe the early days of dynamic layers and present recent results from diverse domains: 3D reconstruction from a single image, image retouching, electrical circuit design, decoding block codes, graph hypernetworks for bioinformatics, and action recognition in video. Finally, I will present a new hypernetwork-based model for the role of feedback in neural computations.

Details

Singleton(46-3002), 43 Vassar Street, Cambridge MA 02139
Date: 
March 16, 2020
Time: 
4:00 pm to 5:00 pm
Venue: 
Singleton Auditorium
Address: 

Singleton(46-3002), 43 Vassar Street, Cambridge MA 02139