Donghyun Kwak
Donghyun Kwak
NAVER Clova AI, Seoul National University: Biointelligence Lab
navercorp.com의 이메일 확인됨 - 홈페이지
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Multimodal residual learning for visual qa
JH Kim, SW Lee, DH Kwak, MO Heo, J Kim, JW Ha, BT Zhang
Advances In Neural Information Processing Systems 29 (NIPS), 361-369, 2016
2602016
Nsml: A machine learning platform that enables you to focus on your models
N Sung, M Kim, H Jo, Y Yang, J Kim, L Lausen, Y Kim, G Lee, D Kwak, ...
NIPS 2017 LearningSys Workshop Poster, 2017
462017
Dual-Memory Deep Learning Architectures for Lifelong Learning of Everyday Human Behaviors.
SW Lee, CY Lee, DH Kwak, J Kim, J Kim, BT Zhang
IJCAI, 1669-1675, 2016
432016
Dual-memory neural networks for modeling cognitive activities of humans via wearable sensors
SW Lee, CY Lee, DH Kwak, JW Ha, J Kim, BT Zhang
Neural Networks 92, 17-28, 2017
122017
Speech to text adaptation: Towards an efficient cross-modal distillation
WI Cho, D Kwak, J Yoon, NS Kim
Interspeech 2020, 896-900, 2020
102020
Tripartite heterogeneous graph propagation for large-scale social recommendation
KM Kim, D Kwak, H Kwak, YJ Park, S Sim, JH Cho, M Kim, J Kwon, ...
RecSys 2019, 2019
92019
What changes can large-scale language models bring? intensive study on hyperclova: Billions-scale korean generative pretrained transformers
B Kim, HS Kim, SW Lee, G Lee, D Kwak, DH Jeon, S Park, S Kim, S Kim, ...
arXiv preprint arXiv:2109.04650, 2021
82021
Sangkwon Sim, Jae-Han Cho, Minkyu Kim, Jihun Kwon, Nako Sung, and Jung-Woo Ha. 2019. Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation
KM Kim, D Kwak, H Kwak, YJ Park
arXiv preprint arXiv:1908.02569, 2019
62019
Enzymatic Weight Update Algorithm for DNA-Based Molecular Learning
C Baek, SW Lee, BJ Lee, DH Kwak, BT Zhang
Molecules 24 (7), 1409, 2019
42019
Activity recognition by learning auditory-visual lifelogs from wearable sensors
CY Lee, DH Kwak, H Kwak, BT Zhang
Proc. Korea Computer Congress 2015 (KCC 2015), 921-923, 2015
42015
Integration of Pre-trained Networks with Continuous Token Interface for End-to-End Spoken Language Understanding
S Seo, D Kwak, B Lee
arXiv preprint arXiv:2104.07253, 2021
32021
Micro-objective learning: Accelerating deep reinforcement learning through the discovery of continuous subgoals
S Lee, SW Lee, J Choi, DH Kwak, BT Zhang
arXiv preprint arXiv:1703.03933, 2017
22017
Event cognition-based daily activity prediction using wearable sensors
CY Lee, DH Kwak, BJ Lee, BT Zhang
Journal of KIISE 43 (7), 781-785, 2016
22016
모방적 강화학습: 시연과 보상으로부터의 학습
곽동현, 이상우, 이성태, 장병탁
한국정보과학회 학술발표논문집, 666-668, 2016
12016
웨어러블 센서를 이용한 사건인지 기반 일상 활동 예측
이충연, 곽동현, 이범진, 장병탁
한국정보과학회 학술발표논문집, 616-618, 2015
12015
웨어러블 센싱 음향-영상 라이프로그 학습 기반 사용자 활동 인식
이충연, 곽동현, 곽하녹, 장병탁
한국정보과학회 학술발표논문집, 921-923, 2015
12015
웨어러블 라이프로그 기반 상황 인식과 응용 시나리오
이충연, 이상우, 곽동현, 장병탁
한국정보과학회 학술발표논문집, 337-339, 2014
12014
CogDIEM: 인지컴퓨팅 연구를 위한 멀티미디어 시청자의 암묵적 감정 반응 데이터베이스
온경운, 김병희, 김경민, 곽동현, 박태서, 장병탁
한국정보과학회 학술발표논문집, 571-573, 2014
12014
Operation method for activation of home robot device and home robot device supporting the same
SH Lee, DH Kwak, ES Kim, JS Kim, KW On, BT Zhang, KS Roh, SJ Yoon
US Patent 10,786,895, 2020
2020
Machine Learning Algorithm for DNA-Based Molecular Ligands
C Baek, SW Lee, BJ Lee, DH Kwak
OSF Preprints, 2019
2019
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학술자료 1–20