Search Results for author: Timothy J. Shields

Found 2 papers, 0 papers with code

Structure Optimization for Deep Multimodal Fusion Networks using Graph-Induced Kernels

no code implementations3 Jul 2017 Dhanesh Ramachandram, Michal Lisicki, Timothy J. Shields, Mohamed R. Amer, Graham W. Taylor

A popular testbed for deep learning has been multimodal recognition of human activity or gesture involving diverse inputs such as video, audio, skeletal pose and depth images.

Activity Recognition

Action-Affect Classification and Morphing using Multi-Task Representation Learning

no code implementations21 Mar 2016 Timothy J. Shields, Mohamed R. Amer, Max Ehrlich, Amir Tamrakar

We propose a new model that enhances the CRBM model with a factored multi-task component to become Multi-Task Conditional Restricted Boltzmann Machines (MTCRBMs).

Classification General Classification +3

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