Do-Guk Kim

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 13

Top Topics

Classifier Training

Training Set Size

Neural Architecture

Top Venues

Publications

Do-Guk Kim, Heung-Chang Lee
Proxyless Neural Architecture Adaptation at Once. IEEE Access 10 (2022)
Do-Guk Kim, Heung-Chang Lee
Proxyless Neural Architecture Adaptation for Supervised Learning and Self-Supervised Learning. CoRR (2022)
Jongheon Jeong, Sejun Park, Minkyu Kim, Heung-Chang Lee, Do-Guk Kim, Jinwoo Shin
SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness. CoRR (2021)
Jongheon Jeong, Sejun Park, Minkyu Kim, Heung-Chang Lee, Do-Guk Kim, Jinwoo Shin
SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness. NeurIPS (2021)
Do-Guk Kim, Heung-Chang Lee
Differentiable Neural Architecture Transformation for Reproducible Architecture Improvement. CoRR (2020)
Heung-Chang Lee, Do-Guk Kim, Bohyung Han
Efficient Decoupled Neural Architecture Search by Structure And Operation Sampling. ICASSP (2020)
Do-Guk Kim, Bonggyun Ko
Investment Universe Construction Based on the Theme Keyword Search. IEEE Access 7 (2019)
Heung-Chang Lee, Do-Guk Kim, Bohyung Han
Efficient Decoupled Neural Architecture Search by Structure and Operation Sampling. CoRR (2019)
Do-Guk Kim, Jong-Uk Hou, Heung-Kyu Lee
Learning deep features for source color laser printer identification based on cascaded learning. Neurocomputing 365 (2019)
Jin-Seok Park, Hyeon-Gi Kim, Do-Guk Kim, In-Jae Yu, Heung-Kyu Lee
Paired mini-batch training: A new deep network training for image forensics and steganalysis. Signal Process. Image Commun. 67 (2018)
Jin-Seok Park, Dai-Kyung Hyun, Jong-Uk Hou, Do-Guk Kim, Heung-Kyu Lee
Detecting digital image forgery in near-infrared image of CCTV. Multim. Tools Appl. 76 (14) (2017)
Do-Guk Kim, Jong-Uk Hou, Heung-Kyu Lee
Learning deep features for source color laser printer identification based on cascaded learning. CoRR (2017)
In-Jae Yu, Do-Guk Kim, Jin-Seok Park, Jong-Uk Hou, Sunghee Choi, Heung-Kyu Lee
Identifying photorealistic computer graphics using convolutional neural networks. ICIP (2017)
Do-Guk Kim, Heung-Kyu Lee
Color laser printer identification using photographed halftone images. EUSIPCO (2014)
Jong-Uk Hou, Jin-Seok Park, Do-Guk Kim, Seung-Hun Nam, Heung-Kyu Lee
Robust video watermarking for MPEG compression and DA-AD conversion. IWIHC@ASIACCS (2014)