Hanseok Ko

Hanseok Ko

Korea University

H-index: 34

Asia-South Korea

About Hanseok Ko

Hanseok Ko, With an exceptional h-index of 34 and a recent h-index of 24 (since 2020), a distinguished researcher at Korea University, specializes in the field of signal processing, machine learning, sensor fusion.

His recent articles reflect a diverse array of research interests and contributions to the field:

Hard Sample-Aware Consistency for Low-Resolution Facial Expression Recognition

Classification and Magnitude Estimation of Global and Local Seismic Events Using Conformer and Low-Rank Adaptation Fine-Tuning

Noisy label facial expression recognition via face-specific label distribution learning

Towards Multi-domain Face Landmark Detection with Synthetic Data from Diffusion model

SYRFA: SYnthetic-to-Real adaptation via Feature Alignment for Video Anomaly Detection

4D Facial Avatar Reconstruction from Monocular Video via Efficient and Controllable Neural Radiance Fields

Earthquake event classification method using attention-based convolutional neural network, recording medium and device for performing the method

Sound source localization using complex-valued deep neural networks

Hanseok Ko Information

University

Position

___

Citations(all)

4602

Citations(since 2020)

2471

Cited By

2951

hIndex(all)

34

hIndex(since 2020)

24

i10Index(all)

125

i10Index(since 2020)

64

Email

University Profile Page

Korea University

Google Scholar

View Google Scholar Profile

Hanseok Ko Skills & Research Interests

signal processing

machine learning

sensor fusion

Top articles of Hanseok Ko

Title

Journal

Author(s)

Publication Date

Hard Sample-Aware Consistency for Low-Resolution Facial Expression Recognition

Bokyeung Lee

Kyungdeuk Ko

Jonghwan Hong

Hanseok Ko

2024

Classification and Magnitude Estimation of Global and Local Seismic Events Using Conformer and Low-Rank Adaptation Fine-Tuning

IEEE Geoscience and Remote Sensing Letters

Yooseok Jin

Gwantae Kim

Hanseok Ko

2024/3/21

Noisy label facial expression recognition via face-specific label distribution learning

Image and Vision Computing

Hyunuk Shin

Bokyeung Lee

Bonhwa Ku

Hanseok Ko

2024/3/1

Towards Multi-domain Face Landmark Detection with Synthetic Data from Diffusion model

arXiv preprint arXiv:2401.13191

Yuanming Li

Gwantae Kim

Jeong-gi Kwak

Bon-hwa Ku

Hanseok Ko

2024/1/24

SYRFA: SYnthetic-to-Real adaptation via Feature Alignment for Video Anomaly Detection

IEEE Access

Jonghwan Hong

Bokyeung Lee

Kyeongdeuk Ko

Hyunbon Koo

Seong Joon Kim

...

2024/4/16

4D Facial Avatar Reconstruction from Monocular Video via Efficient and Controllable Neural Radiance Fields

IEEE Access

Jeong-gi Kwak

Hanseok Ko

2024/1/17

Earthquake event classification method using attention-based convolutional neural network, recording medium and device for performing the method

2024/4/2

Sound source localization using complex-valued deep neural networks

Gwantae Kim

David K Han

Hanseok Ko

2024/1/6

Towards high-fidelity facial UV map generation in real-world

Pattern Recognition Letters

Yuanming Li

Jeong-gi Kwak

Bon-hwa Ku

David Han

Hanseok Ko

2024/4/1

MPE4G: Multimodal Pretrained Encoder for Co-Speech Gesture Generation

Gwantae Kim

Seonghyeok Noh

Insung Ham

Hanseok Ko

2023/6/4

Spatial-temporal Transformer-guided Diffusion based Data Augmentation for Efficient Skeleton-based Action Recognition

arXiv preprint arXiv:2302.13434

Yifan Jiang

Han Chen

Hanseok Ko

2023/2/26

Voice as a Biomarker to Detect Acute Decompensated Heart Failure: Pilot Study for the Analysis of Voice Using Deep Learning Models

medRxiv

Jieun Lee

Gwantae Kim

Insung Ham

Kyungdeuk Ko

Soo Hyung Park

...

2023

The KU-ISPL entry to the GENEA Challenge 2023-A Diffusion Model for Co-speech Gesture generation

Gwantae Kim

Yuanming Li

Hanseok Ko

2023/10/9

A Lightweight Dynamic Filter For Keyword Spotting

Donghyeon Kim

Kyungdeuk Ko

Jeonggi Kwak

David K Han

Hanseok Ko

2023/6/4

Searching similar weather maps using convolutional autoencoder and satellite images

ICT Express

Heewoong Ahn

Sunhwa Lee

Hanseok Ko

Meejoung Kim

Sung Won Han

...

2023/2/1

Frame level emotion guided dynamic facial expression recognition with emotion grouping

Bokyeung Lee

Hyunuk Shin

Bonhwa Ku

Hanseok Ko

2023

Fast Non-Local Attention network for light super-resolution

Journal of Visual Communication and Image Representation

Jonghwan Hong

Bokyeung Lee

Kyungdeuk Ko

Hanseok Ko

2023/9/1

Cognitive Refined Augmentation for Video Anomaly Detection in Weak Supervision

Sensors

Junyeop Lee

Hyunbon Koo

Seongjun Kim

Hanseok Ko

2023/12/21

Data augmentation, neural networks, and ensemble methods for sound event localization and detection

tech. rep., DCASE2023 Challenge

Gwantae Kim

Hanseok Ko

2023/6

Reference guided image inpainting using facial attributes

arXiv preprint arXiv:2301.08044

Dongsik Yoon

Jeonggi Kwak

Yuanming Li

David Han

Youngsaeng Jin

...

2023/1/19

See List of Professors in Hanseok Ko University(Korea University)

Co-Authors

H-index: 36
Murray Loew

Murray Loew

George Washington University

H-index: 25
David Han

David Han

Drexel University

H-index: 10
Sangwook Park

Sangwook Park

Johns Hopkins University

H-index: 9
Jounghoon Beh

Jounghoon Beh

University of Maryland, Baltimore

H-index: 9
Wooyoung Hong

Wooyoung Hong

Sejong University

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