Sang Wan Lee

Orcid: 0000-0001-6266-9613

According to our database1, Sang Wan Lee authored at least 67 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Pretraining with Random Noise for Fast and Robust Learning without Weight Transport.
CoRR, 2024

Spectral Motion Alignment for Video Motion Transfer using Diffusion Models.
CoRR, 2024

Learning to Escape: Multi-mode Policy Learning for the Traveling Salesmen Problem.
Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2024

Self-Supervised Debiasing Using Low Rank Regularization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Decoding Human Prediction Errors for Human-Robot Value Alignment.
Proceedings of the 12th International Winter Conference on Brain-Computer Interface, 2024

2023
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Training Debiased Subnetworks with Contrastive Weight Pruning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Meta-control of social learning strategies.
PLoS Comput. Biol., 2022

Importance of prefrontal meta control in human-like reinforcement learning.
Frontiers Comput. Neurosci., 2022

SAICL: Student Modelling with Interaction-level Auxiliary Contrastive Tasks for Knowledge Tracing and Dropout Prediction.
CoRR, 2022

Self-supervised debiasing using low rank regularization.
CoRR, 2022

Efficient debiasing with contrastive weight pruning.
CoRR, 2022

The emergence of division of labor through decentralized social sanctioning.
CoRR, 2022

Predicting Other's Minds Using Model-based Reinforcement Learning.
Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022

InfoGCN: Representation Learning for Human Skeleton-based Action Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Goal-Driven Atari Environment.
Proceedings of the 10th International Winter Conference on Brain-Computer Interface, 2022

Meta-BCI: Perspectives on a role of self-supervised learning in meta brain computer interface.
Proceedings of the 10th International Winter Conference on Brain-Computer Interface, 2022

2021
Neurocomputational mechanism of controllability inference under a multi-agent setting.
PLoS Comput. Biol., 2021

Effects of subclinical depression on prefrontal-striatal model-based and model-free learning.
PLoS Comput. Biol., 2021

Neural Network-Based Intuitive Physics for Non-Inertial Reference Frames.
IEEE Access, 2021

Information-theoretic regularization for Multi-source Domain Adaptation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Reliably fast adversarial training via latent adversarial perturbation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Decoding learning strategies from EEG signals provides generalizable features for decoding decision.
Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021

Estimating the Level of Inference Using an Order-Mimic Agent.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

Human Uncertainty Inference via Deterministic Ensemble Neural Networks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Dynamic resource allocation during reinforcement learning accounts for ramping and phasic dopamine activity.
Neural Networks, 2020

End-to-End Trainable Self-Attentive Shallow Network for Text-Independent Speaker Verification.
CoRR, 2020

On the Reliability and Generalizability of Brain-inspired Reinforcement Learning Algorithms.
CoRR, 2020

Exploring the Structural and Strategic Bases of Autism Spectrum Disorders With Deep Learning.
IEEE Access, 2020

Multi-Speaker and Multi-Domain Emotional Voice Conversion Using Factorized Hierarchical Variational Autoencoder.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

F\^2-Softmax: Diversifying Neural Text Generation via Frequency Factorized Softmax.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Decoding prefrontal cognitive states from electroencephalography in virtual-reality environment.
Proceedings of the 8th International Winter Conference on Brain-Computer Interface, 2020

2019
Toward high-performance, memory-efficient, and fast reinforcement learning - Lessons from decision neuroscience.
Sci. Robotics, 2019

Integrated Platform for Understanding Physical Prior & Task Learning.
Proceedings of the 7th International Conference on Robot Intelligence Technology and Applications, 2019

Phonemic-level Duration Control Using Attention Alignment for Natural Speech Synthesis.
Proceedings of the IEEE International Conference on Acoustics, 2019

Polyphonic Sound Event Detection Using Convolutional Bidirectional Lstm and Synthetic Data-based Transfer Learning.
Proceedings of the IEEE International Conference on Acoustics, 2019

Decoding both intention and learning strategies from EEG signals.
Proceedings of the 7th International Winter Conference on Brain-Computer Interface, 2019

2018
Automated Knowledge Base Completion Using Collaborative Filtering and Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Solving the Memory-Based Memoryless Trade-off Problem for EEG Signal Classification.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Using Social Reasoning Framework to Guide Normative Behaviour of Intelligent Virtual Agents.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Error Backpropagation with Attention Control to Learn Imbalanced Data for Regression.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Hierarchical Control Architecture Regulating Competition between Model-Based and Context-Dependent Model-Free Reinforcement Learning Strategies.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Model-Based BCI: A Novel Brain-Computer Interface Framework for Reading Out Learning Strategies Underlying Choices.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Metacognition for a Common Model of Cognition.
Proceedings of the Postproceedings of the 9th Annual International Conference on Biologically Inspired Cognitive Architectures, 2018

Meta BCI : Hippocampus-striatum network inspired architecture towards flexible BCI.
Proceedings of the 6th International Conference on Brain-Computer Interface, 2018

EEG-based classification of learning strategies : Model-based and model-free reinforcement learning.
Proceedings of the 6th International Conference on Brain-Computer Interface, 2018

Context-dependent meta-control for reinforcement learning using a Dirichlet process Gaussian mixture model.
Proceedings of the 6th International Conference on Brain-Computer Interface, 2018

2017
Design of a Gait Phase Recognition System That Can Cope With EMG Electrode Location Variation.
IEEE Trans Autom. Sci. Eng., 2017

2016
Space-time portraits of brain dynamics.
Proceedings of the 4th International Winter Conference on Brain-Computer Interface, 2016

2015
Learning Systems with FUZZY.
Proceedings of the Fifty Years of Fuzzy Logic and its Applications, 2015

2013
Feature subset selection using separability index matrix.
Inf. Sci., 2013

Applying Human Learning Principles to User-Centered IoT Systems.
Computer, 2013

2011
Hand Gesture Recognition Using Multivariate Fuzzy Decision Tree and User Adaptation.
Int. J. Fuzzy Syst. Appl., 2011

2010
Representation of a fisher criterion function in a kernel feature space.
IEEE Trans. Neural Networks, 2010

A Nonsupervised Learning Framework of Human Behavior Patterns Based on Sequential Actions.
IEEE Trans. Knowl. Data Eng., 2010

Iterative Bayesian fuzzy clustering toward flexible icon-based assistive software for the disabled.
Inf. Sci., 2010

2009
Robust EMG pattern recognition to muscular fatigue effect for powered wheelchair control.
J. Intell. Fuzzy Syst., 2009

Fuzzy-state Q-Learning-based human behavior suggestion system in intelligent sweet home.
Proceedings of the FUZZ-IEEE 2009, 2009

2008
Combined Fuzzy State Q-learning Algorithm to Predict Context Aware User Activity under Uncertainty in Assistive Environment.
Proceedings of the Ninth ACIS International Conference on Software Engineering, 2008

A Probabilistic Cluster Validity Index for Agglomerative Bayesian Fuzzy Clustering.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

Learning Human Behavior Patterns for Proactive Service System: Agglomerative Fuzzy Clustering-Based Fuzzy-State Q-learning.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

2007
Agglomerative Fuzzy Clustering based on Bayesian Interpretation.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

Context Aware Life Pattern Prediction Using Fuzzy-State Q-Learning.
Proceedings of the Pervasive Computing for Quality of Life Enhancement, 2007

2006
Supervised IAFC Neural Network Based on the Fuzzification of Learning Vector Quantization.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Bayesian Interpretation of Adaptive Fuzzy Neural Network Model.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
Facial emotional expression recognition with soft computing techniques.
Proceedings of the IEEE International Workshop on Robot and Human Interactive Communication, 2005

Training of Feature Extractor via New Cluster Validity - Application to Adaptive Facial Expression Recognition.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005


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