122 citations · 139 across the 3 of their papers we have counts for
3 papers
cs.LG2017★ 122 cited
Dual Discriminator Generative Adversarial Nets
Tu Dinh Nguyen, Trung Le, Hung Vu +1
We propose in this paper a novel approach to tackle the problem of mode collapse encountered in generative adversarial network (GAN). Our idea is intuitive but proven to be very ef…
cs.CV2017★ 16 cited
Energy-based Models for Video Anomaly Detection
Hung Vu, Dinh Phung, Tu Dinh Nguyen +2
Automated detection of abnormalities in data has been studied in research area in recent years because of its diverse applications in practice including video surveillance, industr…
cs.LG2017★ 1 cited
Geometric Enclosing Networks
Trung Le, Hung Vu, Tu Dinh Nguyen +1
Training model to generate data has increasingly attracted research attention and become important in modern world applications. We propose in this paper a new geometry-based optim…