CNAI

Marilina Mastrogiuseppe, Natasha Bertelsen, Maria Francesca Bedeschi, S. A. Lee.
The spatiotemporal organization of episodic memory and its disruption in a neurodevelopmental disorder,
Scientific Reports 9.1 (2019): 1-12. (Dec 2019)
D. J. Kim., G. Y. Park., John P. O., S-W Lee.,
Task complexity interacts with state-space uncertainty in the arbitration between model-based and model-free learning,
Nature Communications. (Dec 2019)
H-G Jung., S. W. Lee.,
Few-Shot Learning with Geometric Constraints,
IEEE Transactions on Neural Networks and Learning Systems, (accepted)
E. W. Kim., M. S. Lee., S. H. Oh.,
A Scalable Framework for Data-Driven Subspace Representation and Clustering,
Pattern Recognition Letters, vol. 125, pp. 742-749, (Jul. 2019).

W-J. Nam, S. Gur, J. Choi, L. Wolf, S-W. Lee.,
Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks,
AAAI Conference on Artificial Intelligence (AAAI) (Accepted).
Namrata Sharma., C. H. Lee., S-W. Lee.,
Integrated Platform for Understanding Physical Prior & Task Learning,
IEEE International Conference on Robot Intelligence Technology and Applications (Accepted).
J. H. Shin., S. A. Lee.,
Novelty and uncertainty representation in the human brain during flexible learning,
2019 한국인지과학회 학술대회 (2019).
J. Y. Kim., Y. J. Rah., S. A. Lee.,
The role of spatial boundaries in episodic memory in young children,
International Brain Research Organization (2019).
J. E. Hwang., J. H. Park., S. A. Lee.,
Temporal Order Memory Performance as a Behavioral Biomarker of Alzheimer’s Disease,
International Brain Research Organization (2019).
Y. J. Rah., J. H. Shin., S. A. Lee.,
Dissociable neural signatures of prefrontal cortex for subjective and objective memory performance,
International Brain Research Organization (2019).
J. H. Yun., Peng Zheng, E. H. Yang., Aurelie C. Lozano, Aleksandr Aravkin,
Trimming the L1 Regularizer: Statistical Analysis, Optimization, and Applications to Deep Learning,
International Conference on Machine Learning(ICML) (2019).
C. H. Ahn., E. W. Kim., S. H. Oh.,
Deep Elastic Networks with Model Selection for Multi-Task Learning,
International Conference on Computer Vision(ICCV) (2019).
C. H. Ahn., M. S. Lee., S. H. Oh.,
Unsupervised 3D Reconstruction Networks,
International Conference on Computer Vision(ICCV) (2019).
M. J. Kang., K. J. Lee., S. H. Oh.,
Soft Action Particle Deep Reinforcement Learning for a Continuous Action Space,
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems(IROS) (2019).
H. Y. Yoo., E. W. Kim., S. H. Oh.,
중첩 희소 네트워크를 이용한 계층적인 이미지 의미론적 분할 네트워크,
통신정보 합동학술대회 (2019).

J. H. Shin., J. H. Lee., S. H. Kim., S-W. Lee.,
Designing model-based and model-free reinforcement learning tasks without human guidance,
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (2019).
D. J. Kim., S-W. Lee.,
Behavioral and neural evidence for intrinsic motivation effect on reinforcement learning,
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (2019).
D. J. Kim., S-W. Lee.,
Deciphering model-based and model-free reinforcement learning strategies and choices from electroencephalography,
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (2019).
S. J. An, B. D. Martino, and S-W. Lee.,
Metacognitive exploration in reinforcement learning,
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (2019).
J. E. Hwang., S. A. Lee.,
Development of what, where, when components in episodic memory,
한국인지과학회 (2019).
Gitae Koo., S. A. Lee.,
Scene perception and memory: Comparison of Scene Memory Performance in Williams Syndrome and Typical Young Adults,
한국인지과학회 (2019).
J. H. Shin., S. A. Lee.,
Novelty and uncertainty representation in the human brain during flexible learning,
한국인지과학회 (2019).
Y. J. Rah., S. A. Lee.,
The contrast between subjective and objective memory in recalling events with episodic memory components.
한국인지과학회 (2019).
Jiyun Kim., S. A. Lee.,
The role of spatial boundaries in episodic memory in young children,
Joint Meeting of International Brain Research Organization & Federation of Asian-Oceanian Neuroscience Societies (2019).
Y. J. Rah., S. A. Lee.,
Dissociable neural signatures of prefrontal cortex for subjective and objective memory performance,
Joint Meeting of International Brain Research Organization & Federation of Asian-Oceanian Neuroscience Societies (2019).
Y. J. Rah., S. A. Lee.,
Predicting subjective and objective memory recollection from prefrontal cortex activations using high-density fNIRS,
Neuroscience (2019).