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Learning Online Smooth Predictors for Realtime Camera Planning using Recurrent Decision Trees

Learning Online Smooth Predictors for Realtime Camera Planning using Recurrent Decision Trees

by Sarah Frigg | Jun 24, 2016 | Machine Learning, Visual Computing

Learning Online Smooth Predictors for Realtime Camera Planning using Recurrent Decision Trees   We propose a recurrent decision tree framework that can directly incorporate temporal consistency into a data-driven predictor, as well as a learning algorithm that can...
Designing Animated Characters for Children of Different Ages

Designing Animated Characters for Children of Different Ages

by Sarah Frigg | Jun 21, 2016 | Animation, Visual Computing

Designing Animated Characters for Children of Different Ages   In order to examine the relationship between stylistic elements of animated characters and the target ages of their audiences, we performed a series of qualitative and quantitative studies. June 21,...
The Robot Who Knew Too Much: Toward Understanding the Privacy/Personalization Trade-off in Child-Robot Conversation

The Robot Who Knew Too Much: Toward Understanding the Privacy/Personalization Trade-off in Child-Robot Conversation

by Sarah Frigg | Jun 21, 2016 | Machine Learning, Robotics

The Robot Who Knew Too Much: Toward Understanding the Privacy/Personalization Trade-off in Child-Robot Conversation   We explore what happens in the increasingly likely situation that a robot has sensed information about a child of which the child is unaware, then...
Smooth Imitation Learning for Online Sequence Prediction

Smooth Imitation Learning for Online Sequence Prediction

by Sarah Frigg | Jun 19, 2016 | Machine Learning, Visual Computing

Smooth Imitation Learning for Online Sequence Prediction   We present an online learning meta-algorithm that achieves fast and stable convergence to a good policy. June 19, 2016International Conference on Machine Learning (ICML) 2016   Authors Hoang M. Le...
Design of a Hopping Mechanism Using a Voice Coil: Linear Elastic Actuator in Parallel (LEAP)

Design of a Hopping Mechanism Using a Voice Coil: Linear Elastic Actuator in Parallel (LEAP)

by Sarah Frigg | May 16, 2016 | Robotics

Design of a Hopping Mechanism Using a Voice Coil: Linear Elastic Actuator in Parallel (LEAP)   We aim to create a hopping mechanism for a small-scale, one-legged, untethered hopping robot. May 16, 2016IEEE International Conference on Robotics and Automation (ICRA)...
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