Search Results for author: Jingyu Chen

Found 4 papers, 1 papers with code

PieTrack: An MOT solution based on synthetic data training and self-supervised domain adaptation

no code implementations22 Jul 2022 Yirui Wang, Shenghua He, YouBao Tang, Jingyu Chen, Honghao Zhou, Sanliang Hong, Junjie Liang, Yanxin Huang, Ning Zhang, Ruei-Sung Lin, Mei Han

In order to cope with the increasing demand for labeling data and privacy issues with human detection, synthetic data has been used as a substitute and showing promising results in human detection and tracking tasks.

Domain Adaptation Human Detection

UniFormer: Unified Multi-view Fusion Transformer for Spatial-Temporal Representation in Bird's-Eye-View

1 code implementation18 Jul 2022 Zequn Qin, Jingyu Chen, Chao Chen, Xiaozhi Chen, Xi Li

Bird's eye view (BEV) representation is a new perception formulation for autonomous driving, which is based on spatial fusion.

Autonomous Driving

A Deep Gradient Correction Method for Iteratively Solving Linear Systems

no code implementations22 May 2022 Ayano Kaneda, Osman Akar, Jingyu Chen, Victoria Kala, David Hyde, Joseph Teran

We present a novel deep learning approach to approximate the solution of large, sparse, symmetric, positive-definite linear systems of equations.

A Momentum-Conserving Implicit Material Point Method for Surface Energies with Spatial Gradients

no code implementations29 Jan 2021 Jingyu Chen, Victoria Kala, Alan Marquez-Razon, Elias Gueidon, David A. B. Hyde, Joseph Teran

We present a novel Material Point Method (MPM) discretization of surface tension forces that arise from spatially varying surface energies.

Graphics Computational Engineering, Finance, and Science I.3.0; I.6.0

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