40 citations · 117 across the 21 of their papers we have counts for
9 papers · 1 filter
S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation
Yan Yang, Md Zakir Hossain, Tom Gedeon +1
Interactive facial image manipulation attempts to edit single and multiple face attributes using a photo-realistic face and/or semantic mask as input. In the absence of the photo-r…
Disguising Personal Identity Information in EEG Signals
Shiya Liu, Yue Yao, Chaoyue Xing +1
There is a need to protect the personal identity information in public EEG datasets. However, it is challenging to remove such information that has infinite classes (open set). We…
RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition
Yan Yang, Md Zakir Hossain, Tom Gedeon +1
Smiles play a vital role in the understanding of social interactions within different communities, and reveal the physical state of mind of people in both real and deceptive ways.…
Analogical and Relational Reasoning with Spiking Neural Networks
Rollin Omari, R. I. McKay, Tom Gedeon
Raven's Progressive Matrices have been widely used for measuring abstract reasoning and intelligence in humans. However for artificial learning systems, abstract reasoning remains…
Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable
Yang Liu, Zhenyue Qin, Saeed Anwar +2
Ever since the advent of AlexNet, designing novel deep neural architectures for different tasks has consistently been a productive research direction. Despite the exceptional perfo…
A Token-wise CNN-based Method for Sentence Compression
Weiwei Hou, Hanna Suominen, Piotr Koniusz +2
Sentence compression is a Natural Language Processing (NLP) task aimed at shortening original sentences and preserving their key information. Its applications can benefit many fiel…