Yongdeok Kim

Joined

May 2023

Names

Yongdeok Kim (Preferred)

Yong-Deok Kim

Emails

****@samsung.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Principal Researcher

Samsung Advanced Institute of Technology (samsung.com)

2015 – 2023

PhD student

Pohang University of Science and Technology (postech.edu)

2005 – 2015

Advisors, Relations & Conflicts

Coworker

Sungjoo Yoo

2015 – 2023

PhD Advisor

Seungjin Choi

2005 – 2015

Expertise

deep lerning

large scale computing

2005 – 2023

Publications

Benchmark of Machine Learning Force Fields for Semiconductor Simulations: Datasets, Metrics, and Comparative Analysis
Geonu Kim, Byunggook Na, Gunhee Kim, Hyuntae Cho, Seungjin Kang, Hee Sun Lee, Saerom Choi, Heejae Kim, Seungwon Lee, Yongdeok Kim
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
Open Set Recognition by Regularising Classifier with Fake Data Generated by Generative Adversarial Networks
Inhyuk Jo, Jungtaek Kim, Hyohyeong Kang, Yong-Deok Kim, Seungjin Choi
- 2018 (modified: 15 May 2023)
- ICASSP 2018
- Readers: Everyone
Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications
Yong-Deok Kim, Eunhyeok Park, Sungjoo Yoo, Taelim Choi, Lu Yang, Dongjun Shin
- 2016 (modified: 12 Nov 2022)
- ICLR (Poster) 2016
- Readers: Everyone
Learning to Select Pre-Trained Deep Representations with Bayesian Evidence Framework
Yong-Deok Kim, Taewoong Jang, Bohyung Han, Seungjin Choi
- 2015 (modified: 31 Mar 2022)
- CoRR 2015
- Readers: Everyone
Big/little deep neural network for ultra low power inference
Eunhyeok Park, Dongyoung Kim, Soobeom Kim, Yong-Deok Kim, Gunhee Kim, Sungroh Yoon, Sungjoo Yoo
- 2015 (modified: 12 Nov 2022)
- CODES+ISSS 2015
- Readers: Everyone
Bayesian binomial mixture model for collaborative prediction with non-random missing data
Yong-Deok Kim, Seungjin Choi
- 2014 (modified: 31 Mar 2022)
- RecSys 2014
- Readers: Everyone
Scalable Variational Bayesian Matrix Factorization with Side Information
Yong-Deok Kim, Seungjin Choi
- 2014 (modified: 31 Mar 2022)
- AISTATS 2014
- Readers: Everyone
Variational Bayesian View of Weighted Trace Norm Regularization for Matrix Factorization
Yong-Deok Kim, Seungjin Choi
- 2013 (modified: 31 Mar 2022)
- IEEE Signal Process. Lett. 2013
- Readers: Everyone
Weighted nonnegative matrix factorization
Yong-Deok Kim, Seungjin Choi
- 2009 (modified: 31 Mar 2022)
- ICASSP 2009
- Readers: Everyone
Non-negative matrix factorization with alpha-divergence
Andrzej Cichocki, Hyekyoung Lee, Yong-Deok Kim, Seungjin Choi
- 2008 (modified: 31 Mar 2022)
- Pattern Recognit. Lett. 2008
- Readers: Everyone

View all 14 publications