Now showing items 1-3 of 3
Handling Invalid Pixels in Convolutional Neural Networks
(Virginia Tech, 2020-05-29)
Most neural networks use a normal convolutional layer that assumes that all input pixels are valid pixels. However, pixels added to the input through padding result in adding extra information that was not initially present. ...
The Art of Deep Connection - Towards Natural and Pragmatic Conversational Agent Interactions
(Virginia Tech, 2017-07-12)
As research in Artificial Intelligence (AI) advances, it is crucial to focus on having seamless communication between humans and machines in order to effectively accomplish tasks. Smooth human-machine communication requires ...
Natural Language Driven Image Edits using a Semantic Image Manipulation Language
(Virginia Tech, 2018-06-04)
Language provides us with a powerful tool to articulate and express ourselves! Understanding and harnessing the expressions of natural language can open the doors to a vast array of creative applications. In this work we ...