8 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.LG2021
Trajectory Prediction using Generative Adversarial Network in Multi-Class Scenarios
Shilun Li, Tracy Cai, Jiayi Li
Predicting traffic agents' trajectories is an important task for auto-piloting. Most previous work on trajectory prediction only considers a single class of road agents. We use a s…
stat.ML2021★ 8 cited
Did the Model Change? Efficiently Assessing Machine Learning API Shifts
Lingjiao Chen, Tracy Cai, Matei Zaharia +1
Machine learning (ML) prediction APIs are increasingly widely used. An ML API can change over time due to model updates or retraining. This presents a key challenge in the usage of…