Relevant content for the tag: neuralnets

Publications

https://ivizlab.org/wp-content/uploads/sites/2/2017/09/cavw2014T.jpg

A model for social spatial behavior in virtual characters
Journal Article: Computer Animation and Virtual Worlds Journal, 2015
Special Issue on Action Selection. Vol 15, No 1, pp 99-113, DOI: 10.1002/cav.1600

N. Karimaghalou, U. Bernardet, S. DiPaola

Wiley Online Library


https://ivizlab.org/wp-content/uploads/sites/2/2017/09/evabook2013T.jpg

Face, Portrait, Mask - Using a Parameterized System to Explore Synthetic Face Space
Book Chapter: Electronic Visualisation in Arts and Culture, 2013
Bowen, Keene, Ng, (Eds), pp 213-227

S. DiPaola

Springer


https://ivizlab.org/wp-content/uploads/sites/2/2017/09/adaptbeh2007T.jpg

Experiencing Belugas: Action Selection for an Interactive Aquarium Exhibit
Journal Article: Adaptive Behavior , Special Issue on Action Selection, 2007
Vol 15, No 1, pp 99-113

S. DiPaola, C. Akai, B. Kraus

Blending Science Knowledge and AI Gaming Techniques for Experiential Learning
Conference Proceedings: Canadian Game Studies Association (CGSA), 2006
8 pages

S. DiPaola, C. Akai

Toronto, Canada


Research

Deep Learning AI Creativity For Visuals / Words

Using Cognitive Science as a basis for our work, we attempt to model aspects of human creativity in AI. Specially we are using Neural Networks (and evolutionary systems) in the form of Deep Learning, CNNs, RNNs and other modern techniques to model aspects of human expression and creativity.


Cognitive (AI) Based Abstraction

What is abstraction? Can you use AI techniques to model the semantics of an idea, object, or entity, where that understanding allows for abstraction of the meaning? We use several AI techniques including genetic programming, Neural Nets and Deep Learning to explore abstraction in its many forms. Mainly here in the visual and narrative arts.


Virtual Beluga Project - Vancouver Aquarium

Actual screen shot from our Virtual Beluga Interactive Prototype which shows realistically swimming Beluga in a wild grouping (pod) created via 3d real-time graphics and artificial intelligence systems.