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Eric Zhan

Eric Zhan is a researcher in the field of artificial intelligence and machine learning, with a focus on autonomous vehicles and trajectory prediction. He is currently a Research Intern in Prediction at Argo AI.3 Zhan completed his PhD at the California Institute of Technology (Caltech).34 His research interests include imitation learning, generative models, weak supervision, and neurosymbolic program learning.4

Zhan has contributed to several significant research projects, including:

  1. The Argoverse Trajectory Retrieval Benchmark, which aims to develop effective information access and retrieval systems for large datasets of driving scenarios.1

  2. Work on programmatic deep learning, including algorithms for behavior modeling and representation learning.2

  3. Research on task programming for learning data-efficient behavior representations and unsupervised learning of neurosymbolic encoders.2

Eric Zhan has published multiple papers in prestigious conferences such as NeurIPS, CVPR, and ICML.24 His work often involves collaboration with both academic institutions like Caltech and industry partners such as Argo AI.13

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Eric Zhan
Eric Zhan, photo 1
Eric Zhan, photo 2
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Location

Pasadena, California