no code implementations • 18 Nov 2023 • Eunji Lee, Sihyeon Kim, Sundong Kim, Soyeon Jung, Heeja Kim, Meeyoung Cha
The task of assigning internationally accepted commodity codes (aka HS codes) to traded goods is a critical function of customs offices.
1 code implementation • 17 Mar 2023 • Soyeon Jung, Mykel J. Kochenderfer
For each segment, a Gaussian mixture model is used to learn the deviations of aircraft trajectories from their procedures.
1 code implementation • 8 Jan 2022 • Arec Jamgochian, Di wu, Kunal Menda, Soyeon Jung, Mykel J. Kochenderfer
In this paper, we introduce the conditional approximate normalizing flow (CANF) to make probabilistic multi-step time-series forecasts when correlations are present over long time horizons.
no code implementations • 2 Nov 2021 • Eunji Lee, Sundong Kim, Sihyun Kim, Sungwon Park, Meeyoung Cha, Soyeon Jung, Suyoung Yang, Yeonsoo Choi, Sungdae Ji, Minsoo Song, Heeja Kim
The task of assigning and validating internationally accepted commodity code (HS code) to traded goods is one of the critical functions at the customs office.
no code implementations • 29 Aug 2021 • Raunak Bhattacharyya, Soyeon Jung, Liam Kruse, Ransalu Senanayake, Mykel Kochenderfer
While the rules are governed by interpretable parameters of the driver model, these parameters are learned online from driving demonstration data using particle filtering.