PinnedHaiwen HuangBaseline Walkthrough of the Vehicle Motion Prediction Task in Shifts Challenge at NeurlPS 2021Due to their significance in real-world deployment, distributional shifts have gained plenty of attention in recent years. This year at…Sep 30, 20211Sep 30, 20211
Haiwen HuanginTowards Data ScienceData: the Predicament and Opportunity in the Deep Learning EraIntroductionOct 7, 2019Oct 7, 2019
Haiwen HuangRepresentation Learning (1) — Greedy Layer-Wise Unsupervised PretrainingKey idea: Greedy unsupervised pretraining is sometimes helpful but often harmful. It combines two ideas: 1) the choice of initial…Feb 20, 2018Feb 20, 2018