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Yubao Liu's Projects

cdan icon cdan

Code release for "Conditional Adversarial Domain Adaptation" (NIPS 2018)

em-gaussian icon em-gaussian

Implemented EM fitting of a mixture of gaussians on the two-dimensional data set points.dat. Tried different numbers of mixtures, as well as tied vs. separate covariance matrices for each gaussian.

em-hmm icon em-hmm

Implemented EM to train an HMM. Used the first 900 observations as a single training sequence, and the last 100 as a single development sequence.

lybtouchid icon lybtouchid

Built an open source iOS swift lib for fingerprint, faceID usage.

maml icon maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

platerecognition icon platerecognition

An open source car license plate recognition python lib based on HyperLPR; Trained OpenCV’s cascaded target detector; Used Hard Sample Mining to crop out the detected error areas;

pyrasite icon pyrasite

Inject code into running Python processes

tcp-go-back-n-rdt icon tcp-go-back-n-rdt

I implemented the sending and receiving side of a reliable data transport (RDT) protocol. It achieves error-free, loss-free, and in-order data delivery on top of a link medium that can lose, reorder, and corrupt packets. The implementation follows sliding window protocol (Go-Back-N protocol).

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