Improving Social Awareness Through DANTE: A Deep Affinity Network for Clustering Conversational Interactants

1 code implementation • 24 Jul 2019 • Mason Swofford, John Charles Peruzzi, Nathan Tsoi, Sydney Thompson, Roberto Martín-Martín, Silvio Savarese, Marynel Vázquez

We propose a data-driven approach to detect conversational groups by identifying spatial arrangements typical of these focused social encounters.

Clustering Graph Clustering +1

Conversational Group Detection With Deep Convolutional Networks

no code implementations • 7 Oct 2018 • Mason Swofford, John Peruzzi, Marynel Vázquez

Detection of interacting and conversational groups from images has applications in video surveillance and social robotics.

Image Completion on CIFAR-10

1 code implementation • 7 Oct 2018 • Mason Swofford

This project performed image completion on CIFAR-10, a dataset of 60, 000 32x32 RGB images, using three different neural network architectures: fully convolutional networks, convolutional networks with fully connected layers, and encoder-decoder convolutional networks.