Jinwuk Seok

According to our database, Jinwuk Seok authored at least 18 papers between 1998 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Stochastic Gradient Langevin Dynamics Based on Quantized Optimization.

Jinwuk Seok, Chang-Sik Cho

CoRR, 2023

Quantization-based Optimization with Perspective of Quantum Mechanics.

Jinwuk Seok, Changsik Cho

Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

2022

Quantization-Based Optimization: Alternative Stochastic Approximation of Global Optimization.

Jinwuk Seok, Chang-Sik Cho

CoRR, 2022

Stochastic Differential Equation of the Quantization based Optimization.

Jinwuk Seok, Chang-Sik Cho

Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

A study on deep learning-based classification for Pneumonia detection.

Seong Won Jo, Jinwuk Seok

Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

2021

Stochastic Learning Equation using Monotone Increasing Resolution of Quantization.

Jinwuk Seok, Jeong-Si Kim

CoRR, 2021

Quantized ADAM with Monotonically Increasing Resolution of Quantization.

Jinwuk Seok, Jeong-Si Kim

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

TRUMP: Trace Revisitation for User Mobility Prediction.

Seungyeol Lee, Young Hoon Cho, Myung-Ki Shin, Jinwuk Seok, Seung-Ik Lee

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

DARS: Data Augmentation using Refined Segmentation on Computer Vision Tasks.

Young Hoon Cho, Jinwuk Seok, Jeong-Si Kim

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

2019

Effective Video Compression with two Quantization Parameters.

Jinwuk Seok, Seunghyun Cho, Hui Yong Kim, Jin Soo Choi

Proceedings of the 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2019

2016

A Sample Adaptive Offset Early Termination Method for HEVC Parallel Encoding.

Younhee Kim, Jinwuk Seok, Myeong-Seok Gi, Hui Yong Kim, Jin Soo Choi

Proceedings of the Visual Information Processing and Communication VII, 2016

2013

An efficient inter prediction mode decision method for fast motion estimation in HEVC.

Alex Lee, Dong-San Jun, Jongho Kim, Jinwuk Seok, Younhee Kim, Soon-Heung Jung, Jin Soo Choi

Proceedings of the International Conference on Information and Communication Technology Convergence, 2013

2008

Fast block mode decision algorithm in H.264/AVC using a filter bank of Kalman filters for high definition encoding.

Jinwuk Seok, Jeong-Woo Lee, Chang-Sik Cho

Multim. Syst., 2008

2006

The differential structure of sub pixels interpolated from integer pixels using n-tab FIR filters for high definition H.264 video encoding.

Jinwuk Seok, Jeong-Woo Lee, Chang-Sik Cho

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Hyperbolic Quotient Feature Map for Competitive Learning Neural Networks.

Jinwuk Seok, Seongwon Cho, Jaemin Kim

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2002

The Analysis of a Stochastic Differential Approach for Langevine Comepetitive Learning Algorithm.

Jinwuk Seok, Jeun-Woo Lee

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Filtering condition of multi layered neural network for minimum-phase stochastic nonlinear system.

Jinwuk Seok, Jin-Won Park, Jeun-Woo Lee

Proceedings of the 2002 IEEE International Symposium on Intelligent Control, 2002

1998

Self-organizing map with time-invariant learning rate and its exponential stability analysis.

Seongwon Cho, Jinwuk Seok

Neurocomputing, 1998