Le An

Le An is an engineering manager at NVIDIA who works on machine learning, deep learning, and computer vision techniques and their applications in autonomous vehicles and beyond. Le received his Ph.D. from the University of California, Riverside, his M.S. from the Eindhoven University of Technology in the Netherlands, and his B.S. from Zhejiang University in China.
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Posts by Le An

Computer Vision / Video Analytics

Emulating the Attention Mechanism in Transformer Models with a Fully Convolutional Network

The past decade has seen a remarkable surge in the adoption of deep learning techniques for computer vision (CV) tasks. Convolutional neural networks (CNNs)... 13 MIN READ
Simulation / Modeling / Design

Sparsity in INT8: Training Workflow and Best Practices for NVIDIA TensorRT Acceleration

The training stage of deep learning (DL) models consists of learning numerous dense floating-point weight matrices, which results in a massive amount of... 12 MIN READ
Data Science

Discovering GPU-friendly Deep Neural Networks with Unified Neural Architecture Search

After the first successes of deep learning, designing neural network architectures with desirable performance criteria for a given task (for example, high... 9 MIN READ
Data Science

Object Detection and Lane Segmentation Using Multiple Accelerators with DRIVE AGX

Autonomous vehicles require fast and accurate perception of the surrounding environment in order to accomplish a wide set of tasks concurrently in real time.... 17 MIN READ