Browse "School of Electrical Engineering(전기및전자공학부)" by Subject Machine learning

Showing results 1 to 25 of 25

1
A Survey on Data Collection for Machine Learning: a Big Data - AI Integration Perspective

Roh, Yuji; Heo, Geon; Whang, Steven Euijong, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.33, no.4, pp.1328 - 1347, 2021-04

2
Ambiguous surface defect detection and classification of display module = 디스플레이 부품 류 표면의 불명확한 결함 검출 및 분류link

Park, Yunwon; 박윤원; et al, 한국과학기술원, 2016

3
Analog neural network chip with learning capability and its applications = 학습 기능을 갖춘 아날로그 신경회로망 칩과 그 응용에 관한 연구link

Cho, Jung-Wook; 조정욱; et al, 한국과학기술원, 1997

4
Automatic Recognition of Children Engagement from Facial Video using Convolutional Neural Networks

Yun, Woo-Han; Lee, Dongjin; Park, Chankyu; Kim, Jaehong; Kim, Junmo, IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, v.11, no.4, pp.696 - 707, 2020-10

5
Blind Deblurring of Text Images Using a Text-Specific Hybrid Dictionary

Lee, Hyukzae; Jung, Chanho; Kim, Changick, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.29, no.1, pp.710 - 723, 2020-01

6
Byzantine Fault Tolerant Distributed Stochastic Gradient Descent Based on Over-the-Air Computation

Park, Sangjun; Choi, Wan, IEEE TRANSACTIONS ON COMMUNICATIONS, v.70, no.5, pp.3204 - 3219, 2022-05

7
ConvAE-Advanced: Adaptive Transmission Across Multiple Timeslots For Error Resilient Operation

Ji, Dong Jin; Cho, Dong-Ho, IEEE COMMUNICATIONS LETTERS, v.24, no.9, pp.1976 - 1980, 2020-09

8
Counterfactually Fair Automatic Speech Recognition

Sari, Leda; Hasegawa-Johnson, Mark; Yoo, Chang-Dong, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, v.29, pp.3515 - 3525, 2021-12

9
Disjoint multi-task learning between heterogeneous action and caption data = 이형의 행동인식과 캡션 데이터 간의 멀티태스크 학습 기법link

Kim, Dong-Jin; Kweon, In So; et al, 한국과학기술원, 2017

10
Distributed Off-Policy Temporal Difference Learning Using Primal-Dual Method

Lee, Donghwan; Kim, Do Wan; Hu, Jianghai, IEEE ACCESS, v.10, pp.107077 - 107094, 2022-10

11
Learning Flexible and Fair Data Representations

Usama, Muhammad; Chang, Dong Eui, IEEE ACCESS, v.10, pp.99235 - 99242, 2022-09

12
Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning

Park, Sangwoo; Jang, Hyeryung; Simeone, Osvaldo; Kang, Joonhyuk, IEEE TRANSACTIONS ON SIGNAL PROCESSING, v.69, pp.226 - 239, 2021-01

13
Machine learning based photovoltaic energy prediction scheme by augmentation of on-site IoT data

Park, Jaeeun; Kim, Jangkyum; Lee, Sanghyun; Choi, Jun Kyun, FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v.134, pp.1 - 12, 2022-09

14
Optical Proximity Correction Using Bidirectional Recurrent Neural Network With Attention Mechanism

Kwon, Yonghwi; Shin, Youngsoo, IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, v.34, no.2, pp.168 - 176, 2021-05

15
Quantum Error Mitigation With Artificial Neural Network

Kim, Changjun; Park, Kyungdeock Daniel; Rhee, June-Koo, IEEE ACCESS, v.8, pp.188853 - 188860, 2020-10

16
Quantum-classical reinforcement learning for decoding noisy classical parity information

Park, Daniel K.; Park, Jonghun; Rhee, June-Koo Kevin, QUANTUM MACHINE INTELLIGENCE, v.2, no.1, 2020-06

17
Real-time estimation of 3D scene geometry from a single image

Jung, Chan-Ho; Kim, Chang-Ick, PATTERN RECOGNITION, v.45, no.9, pp.3256 - 3269, 2012-09

18
Secure wireless communication via adversarial machine learning: A Priori vs. A Posteriori

Seo, Junghaa; Park, Sangwoo; Kang, Joonhyuk, ICT EXPRESS, v.8, no.2, pp.220 - 224, 2022-06

19
Solar Power Prediction Based on Satellite Images and Support Vector Machine

Jang, Han Seung; Bae, Kuk Yeol; Park, Hong-Shik; Sung, Dan Keun, IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, v.7, no.3, pp.1255 - 1263, 2016-07

20
(The) noise robust voice activity detection = 잡음에 강건한 음성 검출기link

Kim, Jun-Tae; 김준태; Lee, Hwang Soo; 이황수; et al, 한국과학기술원, 2016

21
Unsupervised View-Selective Deep Learning for Practical Indoor Localization Using CSI

Han, Dong-Soo; Kim, Minseuk; Rhee, June-Koo Kevin, IEEE SENSORS JOURNAL, v.21, no.21, pp.24398 - 24408, 2021-11

22
WristTracker = 기계학습 알고리즘을 활용한 스마트워치 기반의 움직임 트래킹 모바일 헬스케어 시스템 설계link

Im, Eunji; 임은지; et al, 한국과학기술원, 2016

23
You Said That?: Synthesising Talking Faces from Audio

Jamaludin, Amir; Chung, Joon Son; Zisserman, Andrew, INTERNATIONAL JOURNAL OF COMPUTER VISION, v.127, no.11-12, pp.1767 - 1779, 2019-12

24
두 유저 MISO 간섭채널에서 머신러닝을 활용한 빔포밍 기술

권형준; 이정훈; 최완, 한국통신학회논문지, v.44, no.3, pp.461 - 469, 2019-03

25
인공지능 기반 드론 목표물 추적 시스템의 설계 및 구현

강완주; 구윤표; 방지환; 손경환; Hostallero, David; 윤세은; 여현호; et al, 한국통신학회논문지, v.42, no.12, pp.2391 - 2401, 2017-12

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