Search Results for author: Junmin Wang

Found 3 papers, 1 papers with code

Looking Inside Out: Anticipating Driver Intent From Videos

1 code implementation3 Dec 2023 Yung-chi Kung, Arthur Zhang, Junmin Wang, Joydeep Biswas

In this work, we propose a novel method of utilizing in-cabin and external camera data to improve state-of-the-art (SOTA) performance in predicting future driver actions.

Personalized Driving Behaviors and Fuel Economy over Realistic Commute Traffic: Modeling, Correlation, and Prediction

no code implementations26 Apr 2022 Yao Ma, Junmin Wang

A Gaussian Process Regression model is further trained, validated, and tested under different traffic and vehicle conditions to predict fuel consumption based on drivers' personalized behaviors.

How Retroactivity Affects the Behavior of Incoherent Feed-Forward Loops

no code implementations15 Jul 2020 Junmin Wang, Calin Belta, Samuel A. Isaacson

We compare the behaviors of IFFLs to negative autoregulatory loops, another sign-sensitive response-accelerating network motif, and find that increasing retroactivity in a negative autoregulated circuit can only slow the response.

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