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Anh Tuan Tran
Researcher at Amazon.com
Publications - 71
Citations - 2109
Anh Tuan Tran is an academic researcher from Amazon.com. The author has contributed to research in topics: Computer science & Facial recognition system. The author has an hindex of 14, co-authored 38 publications receiving 1418 citations. Previous affiliations of Anh Tuan Tran include AmeriCorps VISTA & University of Southern California.
Papers
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Proceedings ArticleDOI
Regressing Robust and Discriminative 3D Morphable Models with a Very Deep Neural Network
TL;DR: This paper used a CNN to regress 3DMM shape and texture parameters directly from an input photo and achieved state-of-the-art results on the LFW, YTF and IJB-A benchmarks.
Book ChapterDOI
Do We Really Need to Collect Millions of Faces for Effective Face Recognition
TL;DR: In this paper, the authors propose a domain specific data augmentation method to enrich an existing dataset with important facial appearance variations by manipulating the faces it contains, which is also used when matching query images represented by standard convolutional neural networks.
Proceedings ArticleDOI
Extreme 3D Face Reconstruction: Seeing Through Occlusions
TL;DR: In this article, a deep convolutional encoder-decoder is used to estimate a coarse 3D face shape which acts as a foundation and then separately layer this foundation with details represented by a bump map.
Posted Content
Input-Aware Dynamic Backdoor Attack.
Anh Nguyen,Anh Tuan Tran +1 more
TL;DR: A novel backdoor attack technique in which the triggers vary from input to input, and an input-aware trigger generator driven by diversity loss is implemented, making backdoor verification impossible.
Proceedings ArticleDOI
FacePoseNet: Making a Case for Landmark-Free Face Alignment
TL;DR: In this paper, a simple convolutional neural network (CNN) is trained to accurately and robustly regress 6 degrees of freedom (6DoF) 3D head pose, directly from image intensities.