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Hi, I'm Jinrae Kim

  • Postdoctoral Research Associate, University of Illinois Urbana-Champaign.

Research interests

  • Machine learning, optimization, and control
  • Aerospace and robotics applications (guidance & control, path planning, computer vision, etc.)

Programming

  • Julia, Python, MATLAB, etc.

See also

Jinrae Kim's Projects

cbftoolbox.jl icon cbftoolbox.jl

Control barrier functions (CBFs) and control Lyapunov functions (CLFs) written in Julia.

cleargrasp icon cleargrasp

Official repository for the paper "ClearGrasp: 3D Shape Estimation of Transparent Objects for Manipulation"

convex.jl icon convex.jl

A Julia package for disciplined convex programming

dash.jl icon dash.jl

Dash for Julia - A Julia interface to the Dash ecosystem for creating analytic web applications in Julia. No JavaScript required.

diffeqbase.jl icon diffeqbase.jl

The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems

diffopt.jl icon diffopt.jl

Differentiating convex optimization program w.r.t. program parameters

dlse_neural_networks icon dlse_neural_networks

Design and training of neural networks as difference of log-sum-exp functions and as ratio of posynomials

eblnet icon eblnet

Official code for ICCV2021 paper: Enhanced Boundary Learning for Glass-like Object Segmentation

fanet icon fanet

The code for the paper "FakeMix and AdaptiveASPP for Transparent Object Detection"

flightgnc.jl icon flightgnc.jl

A Julia package containing GNC algorithms for autonomous aerospace systems

flightsims.jl icon flightsims.jl

A general purpose numerical simulator supporting nested dynamical systems and a convenient macro-based data logger.

fsimbase.jl icon fsimbase.jl

The lightweight base package for numerical simulation supporting nested dynamical systems and macro-based data logger. For more functionality, see FlightSims.jl.

fsimplots.jl icon fsimplots.jl

The plotting package for predefined environments exported from FlightSims.jl

fsimzoo.jl icon fsimzoo.jl

Predefined environments and controllers for FlightSims.jl

fym icon fym

Flight simulator for various purpose

general icon general

The official registry of general Julia packages

gp-mvs icon gp-mvs

Multi-View Stereo by Temporal Nonparametric Fusion

ksas_2022_spring icon ksas_2022_spring

Code for the paper, "Aircraft Controller Design Using Continuous-action Q-learning Based on Differentiable Convex Optimization", presented at KSAS 2022 Spring Conference.

lazyfym.jl icon lazyfym.jl

Transducer-based general-purpose simulator with lazy evaluation

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