Dao Tuan Trung is currently a Computer-Vision Research Resident at VinAI Research, mentored by Dr. Cuong Pham and Dr. Anh Tran. His focus is on Deep Generative Models in images such as GANs and Diffusion Models. This role follows his past experience as an AI Engineer, where he honed his skills in training, deploying, and optimizing deep learning models. At VinAI Research, Trung has been pivotal in various cutting-edge projects, including Face Recognition, Traffic Sign/Light Recognition, and Noise Cancelling for edge devices.
Focal Loss for Dense Object Detection Lin et al, 2020...
Bag of Tricks for Image Classification with Convolutional Neural Networks...
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features...
MixUp: Beyond empirical risk minimization Zhang, Hongyi Cisse, Moustapha Dauphin,...
SGDR: Stochastic Gradient Descent with Warm Restarts Ilya Loshchilov, Frank...
A disciplined approach to neural network hyper-parameters: Part 1 Lesli...
Cyclical Learning Rates for Training Neural Networks Lesli N.Smith, 2017...
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