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.

Bayesian Optimization Human 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 +4

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