Sungtae Lee

According to our database, Sungtae Lee authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Unsupervised Object Interaction Learning with Counterfactual Dynamics Models.

Jongwook Choi, Sungtae Lee, Xinyu Wang, Sungryull Sohn, Honglak Lee

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2021

Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks.

Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Mehdi Fatemi, Honglak Lee

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Sound Quality Enhancement by using the Single Core Exciter in OLED Panel.

Sungtae Lee, Kwanho Park, Hyungwoo Park

KSII Trans. Internet Inf. Syst., 2020

Efficient precise weight tuning protocol considering variation of the synaptic devices and target accuracy.

Hyeongsu Kim, Jong-Ho Bae, Suhwan Lim, Sungtae Lee, Young-Tak Seo, Dongseok Kwon, Byung-Gook Park, Jong-Ho Lee

Neurocomputing, 2020

A Study on the Improvement of Acoustic Radiation Characteristics of Flat Panel Exciter Speakers.

Sungtae Lee, Kwanho Park, Hyungwoo Park

Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020

2019

Adaptive learning rule for hardware-based deep neural networks using electronic synapse devices.

Suhwan Lim, Jong-Ho Bae, Jai-Ho Eum, Sungtae Lee, Chul-Heung Kim, Dongseok Kwon, Byung-Gook Park, Jong-Ho Lee

Neural Comput. Appl., 2019

Investigation of Neural Networks Using Synapse Arrays Based on Gated Schottky Diodes.

Suhwan Lim, Dongseok Kwon, Sungtae Lee, Hyeongsu Kim, Jong-Ho Bae, Jong-Ho Lee

Proceedings of the International Joint Conference on Neural Networks, 2019

Review of candidate devices for neuromorphic applications.

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

Proceedings of the 49th European Solid-State Device Research Conference, 2019

A Study on Improvement of Sound Quality of Flat Display Speaker by Improving Acoustic Radiation Characteristics.

Sungtae Lee, Kwanho Park, Hyungwoo Park

Proceedings of the Computational Science/Intelligence and Applied Informatics, 2019

2018

Hardware-based Neural Networks using a Gated Schottky Diode as a Synapse Device.

Suhwan Lim, Jong-Ho Bae, Jai-Ho Eum, Sungtae Lee, Chul-Heung Kim, Dongseok Kwon, Jong-Ho Lee

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017

Adaptive Learning Rule for Hardware-based Deep Neural Networks Using Electronic Synapse Devices.

Suhwan Lim, Jong-Ho Bae, Jai-Ho Eum, Sungtae Lee, Chul-Heung Kim, Byung-Gook Park, Jong-Ho Lee

CoRR, 2017

Micro-Objective Learning : Accelerating Deep Reinforcement Learning through the Discovery of Continuous Subgoals.

Sungtae Lee, Sang-Woo Lee, Jinyoung Choi, Dong-Hyun Kwak, Byoung-Tak Zhang

CoRR, 2017