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Sungtae Lee
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 13
Top Topics
Minimal Surface
Reinforcement Learning
Dijkstra Algorithm
Synaptic Weights
Top Venues
CoRR
CSII (selected papers)
ICML
Neural Comput. Appl.
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Publications
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Jongwook Choi
,
Sungtae Lee
,
Xinyu Wang
,
Sungryull Sohn
,
Honglak Lee
Unsupervised Object Interaction Learning with Counterfactual Dynamics Models.
AAAI
(2024)
Sungryull Sohn
,
Sungtae Lee
,
Jongwook Choi
,
Harm van Seijen
,
Mehdi Fatemi
,
Honglak Lee
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks.
ICML
(2021)
Sungryull Sohn
,
Sungtae Lee
,
Jongwook Choi
,
Harm van Seijen
,
Mehdi Fatemi
,
Honglak Lee
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks.
CoRR
(2021)
Sungtae Lee
,
Kwanho Park
,
Hyungwoo Park
A Study on the Improvement of Acoustic Radiation Characteristics of Flat Panel Exciter Speakers.
ICCE
(2020)
Hyeongsu Kim
,
Jong-Ho Bae
,
Suhwan Lim
,
Sungtae Lee
,
Young-Tak Seo
,
Dongseok Kwon
,
Byung-Gook Park
,
Jong-Ho Lee
Efficient precise weight tuning protocol considering variation of the synaptic devices and target accuracy.
Neurocomputing
378 (2020)
Sungtae Lee
,
Kwanho Park
,
Hyungwoo Park
Sound Quality Enhancement by using the Single Core Exciter in OLED Panel.
KSII Trans. Internet Inf. Syst.
14 (2) (2020)
Suhwan Lim
,
Jong-Ho Bae
,
Jai-Ho Eum
,
Sungtae Lee
,
Chul-Heung Kim
,
Dongseok Kwon
,
Byung-Gook Park
,
Jong-Ho Lee
Adaptive learning rule for hardware-based deep neural networks using electronic synapse devices.
Neural Comput. Appl.
31 (11) (2019)
Jong-Ho Lee
,
Yoohyun Noh
,
Hyeongsu Kim
,
Jangsaeng Kim
,
Jong-Ho Bae
,
Sung Yun Woo
,
Sungtae Lee
,
Suhwan Lim
,
Won-Mook Kang
,
Young-Tak Seo
,
Soochang Lee
,
Dongseok Kwon
,
Seongbin Oh
Review of candidate devices for neuromorphic applications.
ESSDERC
(2019)
Sungtae Lee
,
Kwanho Park
,
Hyungwoo Park
A Study on Improvement of Sound Quality of Flat Display Speaker by Improving Acoustic Radiation Characteristics.
CSII (selected papers)
(2019)
Suhwan Lim
,
Dongseok Kwon
,
Sungtae Lee
,
Hyeongsu Kim
,
Jong-Ho Bae
,
Jong-Ho Lee
Investigation of Neural Networks Using Synapse Arrays Based on Gated Schottky Diodes.
IJCNN
(2019)
Suhwan Lim
,
Jong-Ho Bae
,
Jai-Ho Eum
,
Sungtae Lee
,
Chul-Heung Kim
,
Dongseok Kwon
,
Jong-Ho Lee
Hardware-based Neural Networks using a Gated Schottky Diode as a Synapse Device.
ISCAS
(2018)
Suhwan Lim
,
Jong-Ho Bae
,
Jai-Ho Eum
,
Sungtae Lee
,
Chul-Heung Kim
,
Byung-Gook Park
,
Jong-Ho Lee
Adaptive Learning Rule for Hardware-based Deep Neural Networks Using Electronic Synapse Devices.
CoRR
(2017)
Sungtae Lee
,
Sang-Woo Lee
,
Jinyoung Choi
,
Dong-Hyun Kwak
,
Byoung-Tak Zhang
Micro-Objective Learning : Accelerating Deep Reinforcement Learning through the Discovery of Continuous Subgoals.
CoRR
(2017)