Han-Gyu Kim

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 26

Top Topics

Missing Information

Foreground Segmentation

Metric Learning

Top Venues

Publications

Young-Jun Lee, Byungsoo Ko, Han-Gyu Kim, Jonghwan Hyeon, Ho-Jin Choi
DialogCC: An Automated Pipeline for Creating High-Quality Multi-Modal Dialogue Dataset. NAACL-HLT (2024)
Dongkun Lee, Han-Gyu Kim, Ho-Jin Choi
Road Anomaly Segmentation Based on Pixel-wise Logit Variance with Iterative Background Highlighting. ICRA (2023)
Young-Jun Lee, Byungsoo Ko, Han-Gyu Kim, Ho-Jin Choi
DialogCC: Large-Scale Multi-Modal Dialogue Dataset. CoRR (2022)
Byungsoo Ko, Han-Gyu Kim, Byeongho Heo, Sangdoo Yun, Sanghyuk Chun, Geonmo Gu, Wonjae Kim
Group Generalized Mean Pooling for Vision Transformer. CoRR (2022)
Geonmo Gu, ByungSoo Ko, Han-Gyu Kim
Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning. AAAI (2021)
ByungSoo Ko, Geonmo Gu, Han-Gyu Kim
Learning with Memory-based Virtual Classes for Deep Metric Learning. CoRR (2021)
Namkyu Jung, Geonmin Kim, Han-Gyu Kim
Back from the future: bidirectional CTC decoding using future information in speech recognition. CoRR (2021)
Geonmo Gu, ByungSoo Ko, Han-Gyu Kim
Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning. CoRR (2021)
ByungSoo Ko, Geonmo Gu, Han-Gyu Kim
Learning with Memory-based Virtual Classes for Deep Metric Learning. ICCV (2021)
Han-Gyu Kim, Gil-Jin Jang, Yung-Hwan Oh, Ho-Jin Choi
Speech and music pitch trajectory classification using recurrent neural networks for monaural speech segregation. J. Supercomput. 76 (10) (2020)
Chan Yong Park, Han-Gyu Kim, Ho-Jin Choi
Robust Online Signature Verification Using Long-term Recurrent Convolutional Network. ICCE (2019)
Chan Yong Park, Han-Gyu Kim, Dongkeon Lee, Zhun Li, Seung-Ho Han, Ho-Jin Choi
Image Analogy with Gaussian Process. BigComp (2018)
Minsu Kwon, Han-Gyu Kim, Ho-Jin Choi
Improving Low-Rank Matrix Completion with Self-Expressiveness. CIKM (2018)
ByungSoo Ko, Han-Gyu Kim, Kyo-Joong Oh, Ho-Jin Choi
Controlled dropout: A different approach to using dropout on deep neural network. BigComp (2017)
ByungSoo Ko, Han-Gyu Kim, Ho-Jin Choi
Controlled dropout: A different dropout for improving training speed on deep neural network. SMC (2017)
Zae Myung Kim, Hyungrai Oh, Han-Gyu Kim, Chae-Gyun Lim, Kyo-Joong Oh, Ho-Jin Choi
Modeling long-term human activeness using recurrent neural networks for biometric data. BMC Medical Informatics Decis. Mak. 17 (S-1) (2017)
Han-Gyu Kim, Seung-Ho Han, Ho-Jin Choi
Discriminative restricted Boltzmann machine for emergency detection on healthcare robot. BigComp (2017)
Seung-Ho Han, Han-Gyu Kim, Chan Yong Park, Ho-Jin Choi
Design of Rehabilitation Treatment Coach Robot. MedInfo (2017)
Seung-Ho Han, Han-Gyu Kim, Ho-Jin Choi
Rehabilitation posture correction using deep neural network. BigComp (2017)
You Jin Kim, Han-Gyu Kim, Zhun Li, Ho-Jin Choi
Avoiding Overfitting in Deep Neural Networks for Clinical Opinions Generation from General Blood Test Results. MedInfo (2017)
Seung-Ho Han, Han-Gyu Kim, Ho-Jin Choi
A Novel Concept of the Rehabilitation Training Coach Robot for Patients with Disability. MDM (2017)
Han-Gyu Kim, Gil-Jin Jang, Ho-Jin Choi, Myungeun Lim, Jaehun Choi
Medical examination data prediction with missing information imputation based on recurrent neural networks. Int. J. Data Min. Bioinform. 19 (3) (2017)
You Jin Kim, Han-Gyu Kim, Jonghwan Hyeon, Ho-Jin Choi
Clinical opinions generation from general blood test results using deep neural network with principle component analysis and regularization. BigComp (2017)
You Jin Kim, Han-Gyu Kim, Ho-Jin Choi
Model Regularization of Deep Neural Networks for Robust Clinical Opinions Generation from General Blood Test Results. MDM (2017)
Han-Gyu Kim, Gil-Jin Jang, Ho-Jin Choi, Minho Kim, Young-Won Kim, Jaehun Choi
Recurrent neural networks with missing information imputation for medical examination data prediction. BigComp (2017)
Han-Gyu Kim, Gil-Jin Jang, Ho-Jin Choi, Minho Kim, Young-Won Kim, Jaehun Choi
Medical examination data prediction using simple recurrent network and long short-term memory. EDB (2016)
Gil-Jin Jang, Han-Gyu Kim, Yung-Hwan Oh
Audio Source Separation Using a Deep Autoencoder. CoRR (2014)
Han-Gyu Kim, Gil-Jin Jang, Jeong-Sik Park, Ji-Hwan Kim, Yung-Hwan Oh
Particle filtering based pitch sequence correction for monaural speech segregation. Int. J. Imaging Syst. Technol. 23 (1) (2013)
Han-Gyu Kim, Gil-Jin Jang, Jeong-Sik Park, Yung-Hwan Oh
Monaural speech segregation based on pitch track correction using an ensemble kalman filter. INTERSPEECH (2013)
Han-Gyu Kim, Jeong-Sik Park, Gil-Jin Jang, Yung-Hwan Oh
Particle filtering by sigmoidal weight update for speech pitch correction. SMC (2012)