8 citations · 13 across the 4 of their papers we have counts for
4 papers
REP: Resource-Efficient Prompting for Rehearsal-Free Continual Learning
Sungho Jeon, Xinyue Ma, Kwang In Kim +1
Recent rehearsal-free continual learning (CL) methods guided by prompts achieve strong performance on vision tasks with non-stationary data but remain resource-intensive, hindering…
Attention or Convolution: Transformer Encoders in Audio Language Models for Inference Efficiency
Sungho Jeon, Ching-Feng Yeh, Hakan Inan +4
In this paper, we show that a simple self-supervised pre-trained audio model can achieve comparable inference efficiency to more complicated pre-trained models with speech transfor…
Empirical Study of Drone Sound Detection in Real-Life Environment with Deep Neural Networks
Sungho Jeon, Jong-Woo Shin, Young-Jun Lee +3
This work aims to investigate the use of deep neural network to detect commercial hobby drones in real-life environments by analyzing their sound data. The purpose of work is to co…
Passive Fingerprinting of SCADA in Critical Infrastructure Network without Deep Packet Inspection
Sungho Jeon, Jeong-Han Yun, Seungoh Choi +1
We present the first technique of passive fingerprinting for Supervisory Control And Data Acquisition (SCADA) networks without Deep Packet Inspection (DPI) and experience on real e…