Yong-Deok Kim

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 7

Top Topics

Convolutional Neural Networks

Variational Bayesian

Top Venues

Publications

Tu Tuan Le, Yong-Deok Kim, Tae-Yeoul Yun
All-Textile Broadband Circularly-Polarized 2 × 2 Array Antenna Based on Metasurface. IEEE Access 12 (2024)
Tu Tuan Le, Yong-Deok Kim, Tae-Yeoul Yun
Wearable Pattern-Diversity Dual-Polarized Button Antenna for Versatile On-/Off-Body Communications. IEEE Access 10 (2022)
Tu Tuan Le, Yong-Deok Kim, Tae-Yeoul Yun
Bandwidth-Enhanced Compact Circularly-Polarized Wearable Antenna With a Magneto-Electric Dipole. IEEE Access 10 (2022)
Tu Tuan Le, Yong-Deok Kim, Tae-Yeoul Yun
A Triple-Band Dual-Open-Ring High-Gain High-Efficiency Antenna for Wearable Applications. IEEE Access 9 (2021)
Inhyuk Jo, Jungtaek Kim, Hyohyeong Kang, Yong-Deok Kim, Seungjin Choi
Open Set Recognition by Regularising Classifier with Fake Data Generated by Generative Adversarial Networks. ICASSP (2018)
Yong-Deok Kim, Taewoong Jang, Bohyung Han, Seungjin Choi
Learning to Select Pre-Trained Deep Representations with Bayesian Evidence Framework. CVPR (2016)
Yong-Deok Kim, Eunhyeok Park, Sungjoo Yoo, Taelim Choi, Lu Yang, Dongjun Shin
Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications. ICLR (Poster) (2016)
Yong-Deok Kim, Taewoong Jang, Bohyung Han, Seungjin Choi
Learning to Select Pre-Trained Deep Representations with Bayesian Evidence Framework. CoRR (2015)
Eunhyeok Park, Dongyoung Kim, Soobeom Kim, Yong-Deok Kim, Gunhee Kim, Sungroh Yoon, Sungjoo Yoo
Big/little deep neural network for ultra low power inference. CODES+ISSS (2015)
Yong-Deok Kim, Seungjin Choi
Scalable Variational Bayesian Matrix Factorization with Side Information. AISTATS (2014)
Yong-Deok Kim, Seungjin Choi
Bayesian binomial mixture model for collaborative prediction with non-random missing data. RecSys (2014)
Yong-Deok Kim, Seungjin Choi
Variational Bayesian View of Weighted Trace Norm Regularization for Matrix Factorization. IEEE Signal Process. Lett. 20 (3) (2013)
Sunho Park, Yong-Deok Kim, Seungjin Choi
Hierarchical Bayesian Matrix Factorization with Side Information. IJCAI (2013)
Yong-Deok Kim, Seungjin Choi
Weighted nonnegative matrix factorization. ICASSP (2009)
Yong-Deok Kim, Andrzej Cichocki, Seungjin Choi
Nonnegative Tucker decomposition with alpha-divergence. ICASSP (2008)
Andrzej Cichocki, Hyekyoung Lee, Yong-Deok Kim, Seungjin Choi
Non-negative matrix factorization with alpha-divergence. Pattern Recognit. Lett. 29 (9) (2008)
Yong-Deok Kim, Seungjin Choi
A Method of Initialization for Nonnegative Matrix Factorization. ICASSP (2) (2007)
Yong-Deok Kim, Seungjin Choi
Color Face Tensor Factorization and Slicing for Illumination-Robust Recognition. ICB (2007)
Yong-Deok Kim, Seungjin Choi
Nonnegative Tucker Decomposition. CVPR (2007)
Hyekyoung Lee, Yong-Deok Kim, Andrzej Cichocki, Seungjin Choi
Nonnegative Tensor Factorization for Continuous EEG Classification. Int. J. Neural Syst. 17 (4) (2007)