output
20152022
most citedDeep Learning for Deepfakes Creation and Detection: A Survey

449 citations

Showing 2019Show all

7 papers · 1 filter

cs.CV2019★ 449 cited

Deep Learning for Deepfakes Creation and Detection: A Survey

Thanh Thi Nguyen, Quoc Viet Hung Nguyen, Dung Tien Nguyen +6

Deep learning has been successfully applied to solve various complex problems ranging from big data analytics to computer vision and human-level control. Deep learning advances how…

cs.SI2019★ 3 cited

PageRank algorithm for Directed Hypergraph

Loc Tran, Tho Quan, An Mai

During the last two decades, we easilly see that the World Wide Web's link structure is modeled as the directed graph. In this paper, we will model the World Wide Web's link struct…

cs.CE2019★ 95 cited

Three-dimensional topology optimization of auxetic metamaterial using isogeometric analysis and model order reduction

Chuong Nguyen, Xiaoying Zhuang, Ludovic Chamoin +3

In this work, we present an efficiently computational approach for designing material micro-structures by means of topology optimization. The central idea relies on using the isoge…

cs.CV2019★ 99 cited

Learning Reinforced Attentional Representation for End-to-End Visual Tracking

Peng Gao, Qiquan Zhang, Fei Wang +3

Although numerous recent tracking approaches have made tremendous advances in the last decade, achieving high-performance visual tracking remains a challenge. In this paper, we pro…

cs.CL2019★ 1 cited

Nested Variational Autoencoder for Topic Modeling on Microtexts with Word Vectors

Trung Trinh, Tho Quan, Trung Mai

Most of the information on the Internet is represented in the form of microtexts, which are short text snippets such as news headlines or tweets. These sources of information are a…

math.NA2019★ 1 cited

An extended polygonal finite element method for large deformation fracture analysis

Hai D. Huynh, Phuong Tran, Xiaoying Zhuang +1

The modeling of large deformation fracture mechanics has been a challenging problem regarding the accuracy of numerical methods and their ability to deal with considerable changes…