122 citations · 144 across the 4 of their papers we have counts for
4 papers
Detection of Unknown Anomalies in Streaming Videos with Generative Energy-based Boltzmann Models
Hung Vu, Tu Dinh Nguyen, Dinh Phung
Abnormal event detection is one of the important objectives in research and practical applications of video surveillance. However, there are still three challenging problems for mo…
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…
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…
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…