Search Results for author: Jeeyung Kim

Found 4 papers, 0 papers with code

Model-Agnostic Human Preference Inversion in Diffusion Models

no code implementations1 Apr 2024 Jeeyung Kim, Ze Wang, Qiang Qiu

Efficient text-to-image generation remains a challenging task due to the high computational costs associated with the multi-step sampling in diffusion models.

Text-to-Image Generation

Extract Dynamic Information To Improve Time Series Modeling: a Case Study with Scientific Workflow

no code implementations19 May 2022 Jeeyung Kim, Mengtian Jin, Youkow Homma, Alex Sim, Wilko Kroeger, Kesheng Wu

In this work, we describe a number of techniques to extract dynamic information about the current state of a large scientific workflow, which could be generalized to other types of applications.

Time Series Time Series Analysis

Improving Botnet Detection with Recurrent Neural Network and Transfer Learning

no code implementations26 Apr 2021 Jeeyung Kim, Alex Sim, Jinoh Kim, Kesheng Wu, Jaegyoon Hahm

Botnet detection is a critical step in stopping the spread of botnets and preventing malicious activities.

Transfer Learning

Botnet Detection Using Recurrent Variational Autoencoder

no code implementations1 Apr 2020 Jeeyung Kim, Alex Sim, Jinoh Kim, Kesheng Wu

Botnets are increasingly used by malicious actors, creating increasing threat to a large number of internet users.

Line Detection

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