A Comparative Study of Bitcoin Price Prediction Using Deep Learning

Suhwan Ji, Jongmin Kim, Hyeonseung Im

Mathematics

EngineeringMachine LearningAi FoundationCryptocurrencyRecurrent Neural Network +19

Synchronized multi-character motion editing

Manmyung Kim, Kyunglyul Hyun, Jongmin Kim, +1

ACM Transactions on Graphics

EngineeringComputer AnimationMotor ControlDiscrete EditingMulti-character Motion +18

Interactive manipulation of large-scale crowd animation

Jongmin Kim, Yeongho Seol, Taesoo Kwon, +1

ACM Transactions on Graphics

Crowd SimulationAvatar AnimationEngineeringComputer AnimationLarge-scale Crowd Animation +16

A variational U-Net for motion retargeting

Hanyoung Jang, Byungjun Kwon, Moonwon Yu, +2

Convolutional Neural NetworkEngineeringMachine LearningHuman Pose EstimationAutoencoders +22

3D Human-Gesture Interface for Fighting Games Using Motion Recognition Sensor

Jongmin Kim, Hoill Jung, Myung-A Kang, +1

Wireless Personal Communications

KinesiologyDanceEngineeringMotion CaptureVirtual Reality +11

Synchronized multi-character motion editing

Manmyung Kim, Kyunglyul Hyun, Jongmin Kim, +1

EngineeringComputer AnimationMotor ControlDiscrete EditingMulti-character Motion +18

Human motion reconstruction using deep transformer networks

Seong Uk Kim, Hanyoung Jang, Hyeonseung Im, +1

Pattern Recognition Letters

Human Motion ReconstructionKinesiologyImage AnalysisMachine VisionEngineering +7

Real‐time Locomotion Controller using an Inverted‐Pendulum‐based Abstract Model

Jaepyung Hwang, Jongmin Kim, Il Hong Suh, +1

Computer Graphics Forum

EngineeringMachine LearningOnline GenerationMotor ControlAutonomous Systems +23

Human motion reconstruction from sparse 3D motion sensors using kernel CCA‐based regression

Jongmin Kim, Yeongho Seol, Jehee Lee

Computer Animation and Virtual Worlds

Human Motion ReconstructionEngineeringHuman Pose Estimation3D Pose EstimationKinesiology +21

Interactive character posing with efficient collision handling

Jongmin Kim, Yeongho Seol, Hoemin Kim, +1

Computer Animation and Virtual Worlds

Avatar AnimationEngineeringHuman Pose Estimation3D Pose EstimationCharacter Posing +18