63 citations · 148 across the 22 of their papers we have counts for
4 papers · 1 filter
Learning latent representations across multiple data domains using Lifelong VAEGAN
Fei Ye, Adrian G. Bors
The problem of catastrophic forgetting occurs in deep learning models trained on multiple databases in a sequential manner. Recently, generative replay mechanisms (GRM), have been…
Region-based Non-local Operation for Video Classification
Guoxi Huang, Adrian G. Bors
Convolutional Neural Networks (CNNs) model long-range dependencies by deeply stacking convolution operations with small window sizes, which makes the optimizations difficult. This…
Generating Memorable Images Based on Human Visual Memory Schemas
Cameron Kyle-Davidson, Adrian G. Bors, Karla K. Evans
This research study proposes using Generative Adversarial Networks (GAN) that incorporate a two-dimensional measure of human memorability to generate memorable or non-memorable ima…
Learning spatio-temporal representations with temporal squeeze pooling
Guoxi Huang, Adrian G. Bors
In this paper, we propose a new video representation learning method, named Temporal Squeeze (TS) pooling, which can extract the essential movement information from a long sequence…