Adaptive SEJONG-NET for On-line Hangul Recognition. - Hyeyoung Park; Kwanyong Lee; Yillbyung Lee (PRICAI, 1996)

An Efficient Learning Algorithm Using Naturla Gradient and Second Order Information of Error Surface. - Hyeyoung Park; Kenji Fukumizu; Shun-ichi Amari; Yillbyung Lee (PRICAI, 2000)

Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons. - Shun-ichi Amari; Hyeyoung Park; Kenji Fukumizu (Neural Comput., 2000)

Adaptive natural gradient learning algorithms for various stochastic models. - Hyeyoung Park; Shun-ichi Amari; Kenji Fukumizu (Neural Networks, 2000)

Generalization Error and Training Error at Singularities of Multilayer Perceptrons. - Shun-ichi Amari; Tomoko Ozeki; Hyeyoung Park (IWANN (1), 2001)

Practical Consideration on Generalization Property of Natural Gradient Learning. - Hyeyoung Park (IWANN (1), 2001)

Geometrical Singularities in the Neuromanifold of Multilayer Perceptrons. - Shun-ichi Amari; Hyeyoung Park; Tomoko Ozeki (NIPS, 2001)

A Statistical Identification and Verification Method for Biometrics. - Kwanyong Lee; Hyeyoung Park (PRICAI, 2002)

Network Optimization through Learning and Pruning in Neuromanifold. - Hyunjin Lee; Hyeyoung Park; Yillbyung Lee (PRICAI, 2002)

Learning and inference in hierarchical models with singularities. - Shun-ichi Amari; Tomoko Ozeki; Hyeyoung Park (Syst. Comput. Jpn., 2003)

Learning Dynamics of Neural Networks with Singularity - Standard Gradient vs. Natural Gradient. - Hyeyoung Park; Masato Inoue; Masato Okada (PRICAI, 2004)

Improving Generalization Performance of Natural Gradient Learning Using Optimized Regularization by NIC. - Hyeyoung Park; Noboru Murata; Shun-ichi Amari (Neural Comput., 2004)

A Robust SVM Design for Multi-class Classification. - Minkook Cho; Hyeyoung Park (Australian Conference on Artificial Intelligence, 2005)

Multilayer Perceptron and Natural Gradient Learning. - Hyeyoung Park (New Gener. Comput., 2005)

Classification of Bio-data with Small Data Set Using Additive Factor Model and SVM. - Hyeyoung Park; Minkook Cho (Australian Conference on Artificial Intelligence, 2006)

Singularities Affect Dynamics of Learning in Neuromanifolds. - Shun-ichi Amari; Hyeyoung Park; Tomoko Ozeki (Neural Comput., 2006)

A Subspace Method Based on Data Generation Model with Class Information. - Minkook Cho; Dongwoo Yoon; Hyeyoung Park (ICONIP (1), 2007)

A Robust Keypoints Matching Strategy for SIFT: An Application to Face Recognition. - Minkook Cho; Hyeyoung Park (ICONIP (1), 2009)

Nonlinear dimension reduction using ISOMap based on class information. - Minkook Cho; Hyeyoung Park (IJCNN, 2009)

A feature analysis for dimension reduction based on a data generation model with class factors and environment factors. - Minkook Cho; Hyeyoung Park (Comput. Vis. Image Underst., 2009)

Singularity and Slow Convergence of the EM algorithm for Gaussian Mixtures. - Hyeyoung Park; Tomoko Ozeki (Neural Process. Lett., 2009)

An Efficient Face Recognition through Combining Local Features and Statistical Feature Extraction. - Donghyun Kim; Hyeyoung Park (PRICAI, 2010)

Facial Image Analysis Using Subspace Segregation Based on Class Information. - Minkook Cho; Hyeyoung Park (ICONIP (2), 2011)

A Robust Face Recognition through Statistical Learning of Local Features. - Jeongin Seo; Hyeyoung Park (ICONIP (2), 2011)

Probabilistic learning of similarity measures for tensor PCA. - Kwanyong Lee; Hyeyoung Park (Pattern Recognit. Lett., 2012)

Reliable face recognition using feature selection and image rejection based on probabilistic face model. - Jeongin Seo; Hyeyoung Park (IVCNZ, 2013)

Weighted Pooling of Image Code with Saliency Map for Object Recognition. - Donghyun Kim; Kwanyong Lee; Hyeyoung Park (MUE, 2013)

A hierarchical structure for gesture recognition using RGB-D sensor. - Hyunsoek Choi; Hyeyoung Park (HAI, 2014)

Matrix correlation distance for 2D image classification. - Hyunsoek Choi; Jeongin Seo; Hyeyoung Park (SAC, 2014)

Robust recognition of face with partial variations using local features and statistical learning. - Jeongin Seo; Hyeyoung Park (Neurocomputing, 2014)

Unconstrained detection of freezing of Gait in Parkinson's disease patients using smartphone. - Hanbyul Kim; Hong Ji Lee; Woongwoo Lee; Sungjun Kwon; Sang Kyong Kim; Hyo Seon Jeon; Hyeyoung Park; Chae Won Shin; Won-Jin Yi; Beom Seok Jeon; Kwang Suk Park (EMBC, 2015)

Measuring Similarity Between Matrix Objects for Pattern Recognition. - Hyunsoek Choi; Hyeyoung Park (HAI, 2015)

Improving Performance of Facial Expression Recognition using Multi-task Learning of Neural Networks. - Jeongin Seo; Changhun Hyun; Hyeyoung Park (HAI, 2015)

Enhanced hand part classification from a single depth image using random decision forests. - Myoung-Kyu Sohn; Sang-Heon Lee 003; Hyunduk Kim; Hyeyoung Park (IET Comput. Vis., 2016)

Recognition of Facial Attributes Using Multi-Task Learning of Deep Networks. - Changhun Hyun; Hyeyoung Park (ICMLC, 2017)

Detection, Alignment, and Recognition of Partially Occluded Human Face Based on Statistical Learning of Local Features. - Jeongin Seo; Hyeyoung Park (ICMLC, 2017)

Automatic Classification of Tremor Severity in Parkinson's Disease Using a Wearable Device. - Hyo Seon Jeon; Woongwoo Lee; Hyeyoung Park; Hong Ji Lee; Sang Kyong Kim; Hanbyul Kim; Beom Seok Jeon; Kwang Suk Park (Sensors, 2017)

Wrist sensor-based tremor severity quantification in Parkinson's disease using convolutional neural network. - Hanbyul Kim; Woongwoo Lee; Aryun Kim; Hong Ji Lee; Hyeyoung Park; Hyo Seon Jeon; Sang Kyong Kim; Beom Seok Jeon; Kwang Suk Park (Comput. Biol. Medicine, 2018)

Correction: Automatic Classification of Tremor Severity in Parkinson's Disease Using a Wearable Device. Sensors 2017, 17, 2067. - Hyo Seon Jeon; Woongwoo Lee; Hyeyoung Park; Hong Ji Lee; Sang Kyong Kim; Hanbyul Kim; Beom Seok Jeon; Kwang Suk Park (Sensors, 2018)

Image Recommendation for Automatic Report Generation using Semantic Similarity. - Changhun Hyun; Hyeyoung Park (ICAIIC, 2019)

Adaptive Natural Gradient Method for Learning Neural Networks with Large Data set in Mini-Batch Mode. - Hyeyoung Park; Kwanyong Lee (ICAIIC, 2019)

Object Recognition in Very Low Resolution Images Using Deep Collaborative Learning. - Jeongin Seo; Hyeyoung Park (IEEE Access, 2019)

Automatic Image Recommendation for Economic Topics using Visual and Semantic Information. - Chan Hur; Changhun Hyun; Hyeyoung Park (ICSC, 2020)

An image selection framework for automatic report generation. - Changhun Hyun; Chan Hur; Hyeyoung Park (Multim. Tools Appl., 2022)

Effect of Optimization Techniques on Feedback Alignment Learning of Neural Networks. - Soha Lee; Hyeyoung Park (ICAIIC, 2023)

An Integrated Approach to Near-duplicate Image Detection. - Heesung Yang; Hyeyoung Park (ICAIIC, 2023)

Efficient Few-Shot Classification Using Self-Supervised Learning and Class Factor Analysis. - Youngjae Lee; Hyeyoung Park (ICAIIC, 2024)

Prediction Accuracy and Adversarial Robustness of Error-Based Input Perturbation Learning. - Soha Lee; Heesung Yang; Hyeyoung Park (ICAIIC, 2024)

Multi-Task Learning With Self-Defined Tasks for Adversarial Robustness of Deep Networks. - Changhun Hyun; Hyeyoung Park (IEEE Access, 2024)

Factuality Guided Diffusion-Based Abstractive Summarization. - Jeongwan Shin; Hyeyoung Park; Hyun-Je Song (IEEE Access, 2024)

Direct Feedback Learning With Local Alignment Support. - Heesung Yang; Soha Lee; Hyeyoung Park (IEEE Access, 2024)

EENet: embedding enhancement network for compositional image-text retrieval using generated text. - Chan Hur; Hyeyoung Park (Multim. Tools Appl., 2024)

Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions. - Chan Hur; Jeong-Hun Hong; Dong-hun Lee; Dabin Kang; Semin Myeong; Sang-hyo Park 001; Hyeyoung Park (CVPR, 2025)

Local-Level Feature Aggregation with Attribute Anchors for Text-Guided Image Retrieval. - Chan Hur; Hyeyoung Park (ICAIIC, 2025)

Efficient Learning in Predictive Coding Networks Using Global Error Signals. - Soha Lee; Hyeyoung Park (ICAIIC, 2025)

Do Video Language Models really understand the video contexts? - Jeongwan Shin; Jinhyeong Lim; Hyeyoung Park (NAACL (Student Research Workshop), 2025)

STSPhys: Enhanced Remote Heart Rate Measurement With Spatial-Temporal SwiftFormer. - Hyunduk Kim; Sang-Heon Lee; Myoung-Kyu Sohn; Jungkwang Kim; Hyeyoung Park (IEEE Signal Process. Lett., 2025)