Generalized Probabilistic Attention Mechanism in Transformers

Authors: Heo, DongNyeong, Choi, Heeyoul

Subject Terms: Computer Science - Machine Learning, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2410.15578

N-gram Prediction and Word Difference Representations for Language Modeling

Authors: Heo, DongNyeong, Rim, Daniela Noemi, Choi, Heeyoul

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2409.03295

Empirical Study of Symmetrical Reasoning in Conversational Chatbots

Authors: Rim, Daniela N., Choi, Heeyoul

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2407.05734

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

Authors: Kimera, Richard, Rim, Daniela N., Kirabira, Joseph, Udomah, Ubong Godwin, Choi, Heeyoul

Source: 2023 14th International Conference on Information and Communication Technology Convergence (ICTC) Information and Communication Technology Convergence (ICTC), 2023 14th International Conference on. :76-80 Oct, 2023

Relation: 2023 14th International Conference on Information and Communication Technology Convergence (ICTC)

Multimodal Representation Loss Between Timed Text and Audio for Regularized Speech Separation

Authors: Hsieh, Tsun-An, Choi, Heeyoul, Kim, Minje

Subject Terms: Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2406.08328

Advancing AI with Integrity: Ethical Challenges and Solutions in Neural Machine Translation

Authors: Kimera, Richard, Kim, Yun-Seon, Choi, Heeyoul

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2404.01070

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

Authors: Heo, DongNyeong, Lee, Doyoung, Kim, Hee-Gon, Park, Suhyun, Choi, Heeyoul

Source: 2022 23rd Asia-Pacific Network Operations and Management Symposium (APNOMS) Network Operations and Management Symposium (APNOMS), 2022 23rd Asia-Pacific. :1-6 Sep, 2022

Relation: 2022 23rd Asia-Pacific Network Operations and Management Symposium (APNOMS)

Partitioning Image Representation in Contrastive Learning

Authors: Lee, Hyunsub, Choi, Heeyoul

Source: 2022 26th International Conference on Pattern Recognition (ICPR) Pattern Recognition (ICPR), 2022 26th International Conference on. :2864-2870 Aug, 2022

Relation: 2022 26th International Conference on Pattern Recognition (ICPR)

Fast Training of NMT Model with Data Sorting

Authors: Rim, Daniela N., Richard, Kimera, Choi, Heeyoul

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2308.08153

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

Authors: Heo, DongNyeong, Choi, Heeyoul

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2305.03511

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

Authors: Lee, Chungjun, Hong, Jibum, Heo, DongNyeong, Choi, Heeyoul

Source: 2021 International Conference on Information and Communication Technology Convergence (ICTC) Information and Communication Technology Convergence (ICTC), 2021 International Conference on. :1163-1168 Oct, 2021

Relation: 2021 International Conference on Information and Communication Technology Convergence (ICTC)

Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility

Authors: Fernando, Malintha, Senanayake, Ransalu, Choi, Heeyoul, Swany, Martin

Source: Robotics: Science and Systems, 2023

Subject Terms: Computer Science - Robotics, Computer Science - Artificial Intelligence, Computer Science - Computer Science and Game Theory, Computer Science - Multiagent Systems

Access URL: http://arxiv.org/abs/2302.07337

Advanced Scaling Methods for VNF deployment with Reinforcement Learning

Authors: Seo, Namjin, Heo, DongNyeong, Choi, Heeyoul

Subject Terms: Computer Science - Networking and Internet Architecture, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2301.08325

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

Authors: Kimera, Richard, Rim, Daniela N., Choi, Heeyoul

Source: Journal of KIISE, Vol. 49, No. 11, pp. 1009-1016, 2022. 11

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2301.02773

Graph Neural Network-based Virtual Network Function Deployment Prediction

Authors: Kim, Hee-Gon, Park, Suhyun, Heo, Dongnyeong, Lange, Stanislav, Choi, Heeyoul, Yoo, Jae-Hyoung, Hong, James Won-Ki

Source: 2020 16th International Conference on Network and Service Management (CNSM) Network and Service Management (CNSM), 2020 16th International Conference on. :1-7 Nov, 2020

Relation: 2020 16th International Conference on Network and Service Management (CNSM)

Graph Neural Network based Service Function Chaining for Automatic Network Control

Authors: Heo, DongNyeong, Lange, Stanislav, Kim, Hee-Gon, Choi, Heeyoul

Source: 2020 21st Asia-Pacific Network Operations and Management Symposium (APNOMS) Network Operations and Management Symposium (APNOMS), 2020 21st Asia-Pacific. :7-12 Sep, 2020

Relation: 2020 21st Asia-Pacific Network Operations and Management Symposium (APNOMS)

Graph Neural Network-based Virtual Network Function Management

Authors: Kim, Hee-Gon, Park, Suhyun, Lange, Stanislav, Lee, Doyoung, Heo, Dongnyeong, Choi, Heeyoul, Yoo, Jae-Hyoung, Hong, James Won-Ki

Source: 2020 21st Asia-Pacific Network Operations and Management Symposium (APNOMS) Network Operations and Management Symposium (APNOMS), 2020 21st Asia-Pacific. :13-18 Sep, 2020

Relation: 2020 21st Asia-Pacific Network Operations and Management Symposium (APNOMS)

End-to-End Training for Back-Translation with Categorical Reparameterization Trick

Authors: Heo, DongNyeong, Choi, Heeyoul

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2202.08465

Anomaly detection based on system text logs of virtual network functions

Authors: Rim, Daniela N., Heo, DongNyeong, Lee, Chungjun, Nam, Sukhyun, Yoo, Jae-Hyoung, Hong, James Won-Ki, Choi, Heeyoul

Source: In Big Data Research 28 November 2024 38

Predicting VNF Deployment Decisions under Dynamically Changing Network Conditions

Authors: Lange, Stanislav, Kim, Hee-Gon, Jeong, Se-Yeon, Choi, Heeyoul, Yoo, Jae-Hyung, Hong, James Won-Ki

Source: 2019 15th International Conference on Network and Service Management (CNSM) Network and Service Management (CNSM), 2019 15th International Conference on. :1-9 Oct, 2019

Relation: 2019 15th International Conference on Network and Service Management (CNSM)