Jinwuk Seok

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 12

Top Topics

Human Decision Making

Global Optimization

Stochastic Gradient

Top Venues

Visual Information Processing and Communication

Publications

Jinwuk Seok, Chang-Sik Cho
Quantization-based Optimization with Perspective of Quantum Mechanics. CoRR (2023)
Jinwuk Seok, Changsik Cho
Quantization-based Optimization with Perspective of Quantum Mechanics. ICTC (2023)
Jinwuk Seok, Changsik Cho
Stochastic Gradient Langevin Dynamics Based on Quantized Optimization. CoRR (2023)
Seong Won Jo, Jinwuk Seok
A study on deep learning-based classification for Pneumonia detection. ICTC (2022)
Jinwuk Seok, Chang-Sik Cho
Quantization-Based Optimization: Alternative Stochastic Approximation of Global Optimization. CoRR (2022)
Jinwuk Seok, Chang-Sik Cho
Stochastic Differential Equation of the Quantization based Optimization. ICTC (2022)
Jinwuk Seok, Jeong-Si Kim
Quantized ADAM with Monotonically Increasing Resolution of Quantization. ICTC (2021)
Jinwuk Seok, Jeong-Si Kim
Stochastic Learning Equation using Monotone Increasing Resolution of Quantization. CoRR (2021)
Young Hoon Cho, Jinwuk Seok, Jeong-Si Kim
DARS: Data Augmentation using Refined Segmentation on Computer Vision Tasks. ICTC (2021)
Seungyeol Lee, Young Hoon Cho, Myung-Ki Shin, Jinwuk Seok, Seung-Ik Lee
TRUMP: Trace Revisitation for User Mobility Prediction. ICTC (2021)
Jinwuk Seok, Seunghyun Cho, Hui Yong Kim, Jin Soo Choi
Effective Video Compression with two Quantization Parameters. BMSB (2019)
Younhee Kim, Jinwuk Seok, Myeong-Seok Gi, Hui Yong Kim, Jin Soo Choi
A Sample Adaptive Offset Early Termination Method for HEVC Parallel Encoding. Visual Information Processing and Communication (2016)
Alex Lee, Dong-San Jun, Jongho Kim, Jinwuk Seok, Younhee Kim, Soon-Heung Jung, Jin Soo Choi
An efficient inter prediction mode decision method for fast motion estimation in HEVC. ICTC (2013)
Jinwuk Seok, Jeong-Woo Lee, Chang-Sik Cho
Fast block mode decision algorithm in H.264/AVC using a filter bank of Kalman filters for high definition encoding. Multim. Syst. 13 (5-6) (2008)
Jinwuk Seok, Seongwon Cho, Jaemin Kim
Hyperbolic Quotient Feature Map for Competitive Learning Neural Networks. ISNN (1) (2006)
Jinwuk Seok, Jeong-Woo Lee, Chang-Sik Cho
The differential structure of sub pixels interpolated from integer pixels using n-tab FIR filters for high definition H.264 video encoding. ACM Multimedia (2006)
Jinwuk Seok, Jeun-Woo Lee
The Analysis of a Stochastic Differential Approach for Langevine Comepetitive Learning Algorithm. ICPR (2) (2002)
Jinwuk Seok, Jin-Won Park, Jeun-Woo Lee
Filtering condition of multi layered neural network for minimum-phase stochastic nonlinear system. ISIC (2002)
Seongwon Cho, Jinwuk Seok
Self-organizing map with time-invariant learning rate and its exponential stability analysis. Neurocomputing 19 (1-3) (1998)