Ngoc-Trung Tran | DeepAI

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Featured Co-authors

Yuval Elovici
84 publications
Thanh-Toan Do
57 publications
Ngai-Man Cheung
51 publications
Alexander Binder
30 publications
Gemma Roig
22 publications
Anh-Dzung Doan
10 publications
Dang-Khoa Le Tan
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Linxiao Yang
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Yunqing Zhao
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Viet Hung Tran
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Gérard Chollet
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∙ 08/24/2022

Discovering Transferable Forensic Features for CNN-generated Images Detection

Visual counterfeits are increasingly causing an existential conundrum in...

6 Keshigeyan Chandrasegaran, et al. ∙

∙ 06/29/2022

Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing?

This work investigates the compatibility between label smoothing (LS) an...

6 Keshigeyan Chandrasegaran, et al. ∙

∙ 03/31/2021

A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images Detection

CNN-based generative modelling has evolved to produce synthetic images i...

13 Keshigeyan Chandrasegaran, et al. ∙

∙ 06/09/2020

Towards Good Practices for Data Augmentation in GAN Training

Recent successes in Generative Adversarial Networks (GAN) have affirmed ...

0 Ngoc-Trung Tran, et al. ∙

∙ 11/16/2019

Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game

Self-supervised (SS) learning is a powerful approach for representation ...

0 Ngoc-Trung Tran, et al. ∙

∙ 08/29/2019

3D Face Pose and Animation Tracking via Eigen-Decomposition based Bayesian Approach

This paper presents a new method to track both the face pose and the fac...

13 Ngoc-Trung Tran, et al. ∙

∙ 05/14/2019

An Improved Self-supervised GAN via Adversarial Training

We propose to improve unconditional Generative Adversarial Networks (GAN...

0 Ngoc-Trung Tran, et al. ∙

∙ 11/04/2018

Improving GAN with neighbors embedding and gradient matching

We propose two new techniques for training Generative Adversarial Networ...

0 Ngoc-Trung Tran, et al. ∙

∙ 08/23/2018

DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN

Recently, the introduction of the generative adversarial network (GAN) a...

16 Swee Kiat Lim, et al. ∙

∙ 03/23/2018

Generative Adversarial Autoencoder Networks

We introduce an effective model to overcome the problem of mode collapse...

4 Ngoc-Trung Tran, et al. ∙

∙ 02/10/2018

On-device Scalable Image-based Localization

We present the scalable design of an entire on-device system for large-s...

0 Ngoc-Trung Tran, et al. ∙

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