About Me
Welcome to my personal web page! As a master student at the University of Washington, I am actively seeking 2022 MLE summer intern opportunities. My major interests are Computer Vision and Object Tracking.
Work Experience
- Machine Learning Engineer (Intern) at Xilinx, Inc.
Neural Network Post-Training Quantization by Block Reconstruction [Confidentiality Required]
[Video Demo] [Open Source Code] [Citation]- Reconstructed CNN at the block granularity to balance between cross-layer dependency and overfitting.
- Adopted adaptive rounding for weights and learned step size for activation to achieve low bit quantization.
Selected Projects
- Tracktor for Multi-Object Tracking on Pedestrians
- GAN based Celebrity Face Image Generator
- Instance Segmentation on Balloon dataset
- Parallelism based analysis of American geographical population distribution
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