HyunJin Kim

Joined

August 2020

Names

HyunJin Kim (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Full Professor

Dankook University (dankook.ac.kr)

2011 – 2025

Advisors, Relations & Conflicts

PhD Advisor

SungHo Kang

2005 – 2010

Expertise

Anomaly Detection Model

2023 – 2025

Vision Deep Learning Model

2017 – 2025

Reinforcement Learning

2017 – 2025

Publications

Binarized Convolutional Neural Networks with Channel Quadrupling and Smooth Downsampling
YOUNGWOOK KWON, Sejin Kwon, HyunJin Kim
- Submitted to ICLR 2025
- Readers: Everyone
A Temporally Correlated Latent Exploration for Reinforcement Learning
Sumin Oh, WANSOO KIM, HyunJin Kim
- Submitted to ICLR 2025
- Readers: Everyone
OneBNet: Binarized Neural Networks using Decomposed 1-D Binarized Convolutions on Edge Device
YOUNGWOOK KWON, Minkee Chang, Daeryong Shin, WANSOO KIM, HyunJin Kim
- Submitted to ICLR 2024
- Readers: Everyone
The Effects of Approximate Multiplication on Convolutional Neural Networks
Min Soo Kim, Alberto A. Del Barrio, Hyun Jin Kim, Nader Bagherzadeh
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE Trans. Emerg. Top. Comput. 2022
- Readers: Everyone
A storage-efficient ensemble classification using filter sharing on binarized convolutional neural networks
Hyunjin Kim, Mohammed Alnemari, Nader Bagherzadeh
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- PeerJ Comput. Sci. 2022
- Readers: Everyone
PresB-Net: parametric binarized neural network with learnable activations and shuffled grouped convolution
Jungwoo Shin, Hyunjin Kim
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- PeerJ Comput. Sci. 2022
- Readers: Everyone
PLAM: A Posit Logarithm-Approximate Multiplier
Raul Murillo, Alberto A. Del Barrio, Guillermo Botella, Min Soo Kim, Hyun Jin Kim, Nader Bagherzadeh
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE Trans. Emerg. Top. Comput. 2022
- Readers: Everyone
A Cost-Efficient Approximate Dynamic Ranged Multiplication and Approximation-Aware Training on Convolutional Neural Networks
Hyun Jin Kim, Alberto A. Del Barrio
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- IEEE Access 2021
- Readers: Everyone
PLAM: a Posit Logarithm-Approximate Multiplier for Power Efficient Posit-based DNNs
Raul Murillo, Alberto A. Del Barrio, Guillermo Botella, Min Soo Kim, Hyunjin Kim, Nader Bagherzadeh
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
AresB-Net: accurate residual binarized neural networks using shortcut concatenation and shuffled grouped convolution
Hyunjin Kim
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- PeerJ Comput. Sci. 2021
- Readers: Everyone

View all 19 publications

Co-Authors