Jinwuk Seok

21 papers A* 1Journal 8Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Quantum mechanical framework for quantization-based optimization: from Gradient flow to Schroedinger equation.
CoRR
Jinwuk Seok, Changsik Cho
2025 J jnl
Intuitive Analysis of the Quantization-based Optimization: From Stochastic and Quantum Mechanical Perspective.
CoRR
Jinwuk Seok, Changsik Cho
2023 — conf
Quantization-based Optimization with Perspective of Quantum Mechanics.
ICTC
Jinwuk Seok, Changsik Cho
2023 J jnl
Quantization-based Optimization with Perspective of Quantum Mechanics.
CoRR
Jinwuk Seok, Chang-Sik Cho
2023 J jnl
Stochastic Gradient Langevin Dynamics Based on Quantized Optimization.
CoRR
Jinwuk Seok, Chang-Sik Cho
2022 — conf
A study on deep learning-based classification for Pneumonia detection.
ICTC
Seong Won Jo, Jinwuk Seok
2022 J jnl
Quantization-Based Optimization: Alternative Stochastic Approximation of Global Optimization.
CoRR
Jinwuk Seok, Chang-Sik Cho
2022 — conf
Stochastic Differential Equation of the Quantization based Optimization.
ICTC
Jinwuk Seok, Chang-Sik Cho
2021 — conf
DARS: Data Augmentation using Refined Segmentation on Computer Vision Tasks.
ICTC
Young Hoon Cho, Jinwuk Seok, Jeong-Si Kim
2021 — conf
Quantized ADAM with Monotonically Increasing Resolution of Quantization.
ICTC
Jinwuk Seok, Jeong-Si Kim
2021 J jnl
Stochastic Learning Equation using Monotone Increasing Resolution of Quantization.
CoRR
Jinwuk Seok, Jeong-Si Kim
2021 — conf
TRUMP: Trace Revisitation for User Mobility Prediction.
ICTC
Seungyeol Lee, Young Hoon Cho, Myung-Ki Shin, Jinwuk Seok, Seung-Ik Lee
2019 — conf
Effective Video Compression with two Quantization Parameters.
BMSB
Jinwuk Seok, Seunghyun Cho, Hui Yong Kim, Jin Soo Choi
2016 — conf
A Sample Adaptive Offset Early Termination Method for HEVC Parallel Encoding.
Visual Information Processing and Communication
Younhee Kim, Jinwuk Seok, Myeong-Seok Gi, Hui Yong Kim, Jin Soo Choi
2013 — conf
An efficient inter prediction mode decision method for fast motion estimation in HEVC.
ICTC
Alex Lee, Dong-San Jun, Jongho Kim, Jinwuk Seok, Younhee Kim, Soon-Heung Jung, Jin Soo Choi
2008 J jnl
Fast block mode decision algorithm in H.264/AVC using a filter bank of Kalman filters for high definition encoding.
Multim. Syst.
Jinwuk Seok, Jeong-Woo Lee, Chang-Sik Cho
2006 — conf
Hyperbolic Quotient Feature Map for Competitive Learning Neural Networks.
ISNN (1)
Jinwuk Seok, Seongwon Cho, Jaemin Kim
2006 A* conf
The differential structure of sub pixels interpolated from integer pixels using n-tab FIR filters for high definition H.264 video encoding.
ACM Multimedia
Jinwuk Seok, Jeong-Woo Lee, Chang-Sik Cho
2002 — conf
Filtering condition of multi layered neural network for minimum-phase stochastic nonlinear system.
ISIC
Jinwuk Seok, Jin-Won Park, Jeun-Woo Lee
2002 — conf
The Analysis of a Stochastic Differential Approach for Langevine Comepetitive Learning Algorithm.
ICPR (2)
Jinwuk Seok, Jeun-Woo Lee
1998 J jnl
Self-organizing map with time-invariant learning rate and its exponential stability analysis.
Neurocomputing
Seongwon Cho, Jinwuk Seok