Hyeyoung Park

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 18

Top Topics

Statistical Learning

Image Classification

Top Venues

Publications

Changhun Hyun, Hyeyoung Park
Multi-Task Learning With Self-Defined Tasks for Adversarial Robustness of Deep Networks. IEEE Access 12 (2024)
Chan Hur, Hyeyoung Park
EENet: embedding enhancement network for compositional image-text retrieval using generated text. Multim. Tools Appl. 83 (16) (2024)
Youngjae Lee, Hyeyoung Park
Efficient Few-Shot Classification Using Self-Supervised Learning and Class Factor Analysis. ICAIIC (2024)
Soha Lee, Heesung Yang, Hyeyoung Park
Prediction Accuracy and Adversarial Robustness of Error-Based Input Perturbation Learning. ICAIIC (2024)
Heesung Yang, Soha Lee, Hyeyoung Park
Direct Feedback Learning With Local Alignment Support. IEEE Access 12 (2024)
Soha Lee, Hyeyoung Park
Effect of Optimization Techniques on Feedback Alignment Learning of Neural Networks. ICAIIC (2023)
Heesung Yang, Hyeyoung Park
An Integrated Approach to Near-duplicate Image Detection. ICAIIC (2023)
Changhun Hyun, Chan Hur, Hyeyoung Park
An image selection framework for automatic report generation. Multim. Tools Appl. 81 (28) (2022)
Chan Hur, Changhun Hyun, Hyeyoung Park
Automatic Image Recommendation for Economic Topics using Visual and Semantic Information. ICSC (2020)
Hyeyoung Park, Kwanyong Lee
Adaptive Natural Gradient Method for Learning Neural Networks with Large Data set in Mini-Batch Mode. ICAIIC (2019)
Changhun Hyun, Hyeyoung Park
Image Recommendation for Automatic Report Generation using Semantic Similarity. ICAIIC (2019)
Jeongin Seo, Hyeyoung Park
Object Recognition in Very Low Resolution Images Using Deep Collaborative Learning. IEEE Access 7 (2019)
Hanbyul Kim, Woongwoo Lee, Aryun Kim, Hong Ji Lee, Hyeyoung Park, Hyo Seon Jeon, Sang Kyong Kim, Beom Seok Jeon, Kwang Suk Park
Wrist sensor-based tremor severity quantification in Parkinson's disease using convolutional neural network. Comput. Biol. Medicine 95 (2018)
Hyo Seon Jeon, Woongwoo Lee, Hyeyoung Park, Hong Ji Lee, Sang Kyong Kim, Hanbyul Kim, Beom Seok Jeon, Kwang Suk Park
, 2067. Sensors 18 (1) (2018)
Hyo Seon Jeon, Woongwoo Lee, Hyeyoung Park, Hong Ji Lee, Sang Kyong Kim, Hanbyul Kim, Beom Seok Jeon, Kwang Suk Park
Automatic Classification of Tremor Severity in Parkinson's Disease Using a Wearable Device. Sensors 17 (9) (2017)
Changhun Hyun, Hyeyoung Park
Recognition of Facial Attributes Using Multi-Task Learning of Deep Networks. ICMLC (2017)
Jeongin Seo, Hyeyoung Park
Detection, Alignment, and Recognition of Partially Occluded Human Face Based on Statistical Learning of Local Features. ICMLC (2017)
Myoung-Kyu Sohn, Sang-Heon Lee, Hyunduk Kim, Hyeyoung Park
Enhanced hand part classification from a single depth image using random decision forests. IET Comput. Vis. 10 (8) (2016)
Jeongin Seo, Changhun Hyun, Hyeyoung Park
Improving Performance of Facial Expression Recognition using Multi-task Learning of Neural Networks. HAI (2015)
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
Unconstrained detection of freezing of Gait in Parkinson's disease patients using smartphone. EMBC (2015)
Hyunsoek Choi, Hyeyoung Park
Measuring Similarity Between Matrix Objects for Pattern Recognition. HAI (2015)
Hyunsoek Choi, Hyeyoung Park
A hierarchical structure for gesture recognition using RGB-D sensor. HAI (2014)
Hyunsoek Choi, Jeongin Seo, Hyeyoung Park
Matrix correlation distance for 2D image classification. SAC (2014)
Jeongin Seo, Hyeyoung Park
Robust recognition of face with partial variations using local features and statistical learning. Neurocomputing 129 (2014)
Donghyun Kim, Kwanyong Lee, Hyeyoung Park
Weighted Pooling of Image Code with Saliency Map for Object Recognition. MUE (2013)
Jeongin Seo, Hyeyoung Park
Reliable face recognition using feature selection and image rejection based on probabilistic face model. IVCNZ (2013)
Kwanyong Lee, Hyeyoung Park
Probabilistic learning of similarity measures for tensor PCA. Pattern Recognit. Lett. 33 (10) (2012)
Minkook Cho, Hyeyoung Park
Facial Image Analysis Using Subspace Segregation Based on Class Information. ICONIP (2) (2011)
Jeongin Seo, Hyeyoung Park
A Robust Face Recognition through Statistical Learning of Local Features. ICONIP (2) (2011)
Donghyun Kim, Hyeyoung Park
An Efficient Face Recognition through Combining Local Features and Statistical Feature Extraction. PRICAI (2010)
Minkook Cho, Hyeyoung Park
A Robust Keypoints Matching Strategy for SIFT: An Application to Face Recognition. ICONIP (1) (2009)
Minkook Cho, Hyeyoung Park
Nonlinear dimension reduction using ISOMap based on class information. IJCNN (2009)
Hyeyoung Park, Tomoko Ozeki
Singularity and Slow Convergence of the EM algorithm for Gaussian Mixtures. Neural Process. Lett. 29 (1) (2009)
Minkook Cho, Hyeyoung Park
A feature analysis for dimension reduction based on a data generation model with class factors and environment factors. Comput. Vis. Image Underst. 113 (9) (2009)
Minkook Cho, Dongwoo Yoon, Hyeyoung Park
A Subspace Method Based on Data Generation Model with Class Information. ICONIP (1) (2007)
Hyeyoung Park, Minkook Cho
Classification of Bio-data with Small Data Set Using Additive Factor Model and SVM. Australian Conference on Artificial Intelligence (2006)
Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki
Singularities Affect Dynamics of Learning in Neuromanifolds. Neural Comput. 18 (5) (2006)
Hyeyoung Park
Multilayer Perceptron and Natural Gradient Learning. New Gener. Comput. 24 (1) (2005)
Minkook Cho, Hyeyoung Park
A Robust SVM Design for Multi-class Classification. Australian Conference on Artificial Intelligence (2005)
Hyeyoung Park, Masato Inoue, Masato Okada
Learning Dynamics of Neural Networks with Singularity - Standard Gradient vs. Natural Gradient. PRICAI (2004)
Hyeyoung Park, Noboru Murata, Shun-ichi Amari
Improving Generalization Performance of Natural Gradient Learning Using Optimized Regularization by NIC. Neural Comput. 16 (2) (2004)
Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park
Learning and inference in hierarchical models with singularities. Systems and Computers in Japan 34 (7) (2003)
Kwanyong Lee, Hyeyoung Park
A Statistical Identification and Verification Method for Biometrics. PRICAI (2002)
Hyunjin Lee, Hyeyoung Park, Yillbyung Lee
Network Optimization through Learning and Pruning in Neuromanifold. PRICAI (2002)
Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park
Generalization Error and Training Error at Singularities of Multilayer Perceptrons. IWANN (1) (2001)
Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki
Geometrical Singularities in the Neuromanifold of Multilayer Perceptrons. NIPS (2001)
Hyeyoung Park
Practical Consideration on Generalization Property of Natural Gradient Learning. IWANN (1) (2001)
Hyeyoung Park, Shun-ichi Amari, Kenji Fukumizu
Adaptive natural gradient learning algorithms for various stochastic models. Neural Networks 13 (7) (2000)
Shun-ichi Amari, Hyeyoung Park, Kenji Fukumizu
Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons. Neural Comput. 12 (6) (2000)
Hyeyoung Park, Kenji Fukumizu, Shun-ichi Amari, Yillbyung Lee
An Efficient Learning Algorithm Using Naturla Gradient and Second Order Information of Error Surface. PRICAI (2000)
Hyeyoung Park, Kwanyong Lee, Yillbyung Lee
Adaptive SEJONG-NET for On-line Hangul Recognition. PRICAI (1996)