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Hayoung Kim's Projects

a-loam icon a-loam

Advanced implementation of LOAM

aa228-notebook icon aa228-notebook

IJulia notebooks for AA228/CS238 Decision Making Under Uncertainty course at Stanford University

autoware-manuals icon autoware-manuals

Free manuals for Autoware. You are encouraged to join their maintenance!

av2-api icon av2-api

The official GitHub repository for the Argoverse 2 dataset.

awesome-cv icon awesome-cv

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

dipp icon dipp

Differentiable Integrated Prediction and Planning Framework for Urban Autonomous Driving https://mczhi.github.io/DIPP/

drivelikeahuman icon drivelikeahuman

Drive Like a Human: Rethinking Autonomous Driving with Large Language Models

ekf-project icon ekf-project

Extended Kalman Filter Implementation in C++ (Udacity SDC Nanodegree), https://github.com/Hayoung-Kim/EKF-Project

highway-env icon highway-env

An environment for autonomous driving decision-making

hivt icon hivt

[CVPR 2022] HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction

lbfgs-lite icon lbfgs-lite

LBFGS-Lite: A header-only L-BFGS unconstrained optimizer.

learning_to_adapt icon learning_to_adapt

Learning to Adapt in Dynamic, Real-World Environment through Meta-Reinforcement Learning

mtr icon mtr

MTR: Motion Transformer with Global Intention Localization and Local Movement Refinement, NeurIPS 2022.

multiagentvariationalocclusioninference icon multiagentvariationalocclusioninference

Multi-agent occlusion inference using observed driver behaviors. A driver sensor model is learned using a conditional variational autoencoder. Information from multiple drivers is fused into an ego vehicle's map using evidential theory.

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