Heeyoul Choi

Richard Kimera

CoRR, 2023

Shared Latent Space by Both Languages in Non-Autoregressive Neural Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2023

Advanced Scaling Methods for VNF deployment with Reinforcement Learning.

[BibT_eX]

[DOI]

Namjin Seo

CoRR, 2023

Building a Parallel Corpus and Training Translation Models Between Luganda and English.

[BibT_eX]

[DOI]

Richard Kimera

CoRR, 2023

Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility.

[BibT_eX]

[DOI]

Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

Fine-Tuning BERT on Twitter and Reddit Data in Luganda and English.

[BibT_eX]

[DOI]

Richard Kimera

Proceedings of the 2023 7th International Conference on Natural Language Processing and Information Retrieval, 2023

Enhanced Labeling Technique for Reddit Text and Fine-Tuned Longformer Models for Classifying Depression Severity in English and Luganda.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

2022

End-to-End Training of Both Translation Models in the Back-Translation Framework.

[BibT_eX]

[DOI]

CoRR, 2022

Partitioning Image Representation in Contrastive Learning.

[BibT_eX]

[DOI]

Hyunsub Lee

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Updating VNF deployment with Scaling Actions using Reinforcement Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

Reinforcement Learning of Graph Neural Networks for Service Function Chaining in Computer Network Management.

[BibT_eX]

[DOI]

Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

2021

Systematic Review for AI-based Language Learning Tools.

[BibT_eX]

[DOI]

Jin Ha Woo

CoRR, 2021

Adversarial Training with Contrastive Learning in NLP.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Neural Networks and End-to-End Learning for Audio Compression.

[BibT_eX]

[DOI]

Inseon Jang

CoRR, 2021

Sequential Deep Learning Architectures for Anomaly Detection in Virtual Network Function Chains.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

2020

Understanding dropout as an optimization trick.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Reinforcement Learning of Graph Neural Networks for Service Function Chaining.

[BibT_eX]

[DOI]

CoRR, 2020

Graph Neural Network-based Virtual Network Function Deployment Prediction.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Network and Service Management, 2020

Graph Neural Network-based Virtual Network Function Management.

[BibT_eX]

[DOI]

Proceedings of the 21st Asia-Pacific Network Operations and Management Symposium, 2020

Graph Neural Network based Service Function Chaining for Automatic Network Control.

[BibT_eX]

[DOI]

Proceedings of the 21st Asia-Pacific Network Operations and Management Symposium, 2020

2019

Persistent hidden states and nonlinear transformation for long short-term memory.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Active Search for Nearest Neighbors.

[BibT_eX]

[DOI]

Hayoung Um

CoRR, 2019

Network Intrusion Detection based on LSTM and Feature Embedding.

[BibT_eX]

[DOI]

CoRR, 2019

Self-Knowledge Distillation in Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Machine Learning-Based Method for Prediction of Virtual Network Function Resource Demands.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

A Deep Learning Approach to VNF Resource Prediction using Correlation between VNFs.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

Disentangling Latent Factors of Variational Auto-encoder with Whitening.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019

Predicting VNF Deployment Decisions under Dynamically Changing Network Conditions.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Network and Service Management, 2019

Machine Learning-based Prediction of VNF Deployment Decisions in Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th Asia-Pacific Network Operations and Management Symposium, 2019

2018

Fine-grained attention mechanism for neural machine translation.

[BibT_eX]

[DOI]

Kyunghyun Cho

Yoshua Bengio

Neurocomputing, 2018

Disentangling Latent Factors with Whitening.

[BibT_eX]

[DOI]

CoRR, 2018

Alpha-Pooling for Convolutional Neural Networks.

[BibT_eX]

[DOI]

Hayoung Eom

CoRR, 2018

Gradient Acceleration in Activation Functions.

[BibT_eX]

[DOI]

CoRR, 2018

Fast Depthwise Separable Convolution for Embedded Systems.

[BibT_eX]

[DOI]

Byeongheon Yoo

Yongjun Choi

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Context-dependent word representation for neural machine translation.

[BibT_eX]

[DOI]

Kyunghyun Cho

Yoshua Bengio

Comput. Speech Lang., 2017

2016

A Neural Knowledge Language Model.

[BibT_eX]

[DOI]

CoRR, 2016

2015

RNNDROP: A novel dropout for RNNS in ASR.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

Localization and regularization of normalized transfer entropy.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Data visualization for asymmetric relations.

[BibT_eX]

[DOI]

Neurocomputing, 2014

2013

Parameter Learning for Alpha Integration.

[BibT_eX]

[DOI]

Neural Comput., 2013

Sound-based real-time context recognition on smartphone.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2013

2012

Dynamic learning for visual representation of asymmetric proximity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

2011

From Data Streams to Information Flow: Information Exchange in Child-Parent Interaction.

[BibT_eX]

[DOI]

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

2010

Manifold Alpha-Integration.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Alpha-integration of multiple evidence.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Learning alpha-integration with partially-labeled data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Self-Organization of Tactile Receptive Fields: Exploring Their Textural Origin and Their Representational Properties.

[BibT_eX]

[DOI]

Choonseog Park

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Fast and accurate retinal vasculature tracing and kernel-Isomap-based feature selection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

Probabilistic Combination of Multiple Evidence.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 16th International Conference, 2009

2008

Gesture Recognition Based on Manifold Learning.

[BibT_eX]

[DOI]

Brandon Paulson

Tracy Hammond

Proceedings of the Structural, 2008

Kernel oriented discriminant analysis for speaker-independent phoneme spaces.

[BibT_eX]

[DOI]

Ricardo Gutierrez-Osuna

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Sketch Recognition Based on Manifold Learning.

[BibT_eX]

[DOI]

Tracy Hammond

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

Manifold Integration with Markov Random Walks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Robust kernel Isomap.

[BibT_eX]

[DOI]

Pattern Recognit., 2007

A relative trust-region algorithm for independent component analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2007

2006

Relative Gradient Learning for Independent Subspace Analysis.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2006

2005

Relative trust region learning for ICA.

[BibT_eX]

[DOI]