Sunung Mun

2 accepted papers

2025

Addressing Text Embedding Leakage in Diffusion-based Image Editing

Sunung Mun, Jinhwan Nam, Sunghyun Cho, Jungseul Ok

ICCV 2025accepted

Text-based image editing, powered by generative diffusion models, lets users modify images through natural-language prompts and has dramatically simplified traditional workflows. Despite these advances, current methods still suffer from a critical problem: attribute leakage, where edits meant for sp…

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2024

MedBN: Robust Test-Time Adaptation against Malicious Test Samples

Hyejin Park, Jeongyeon Hwang, Sunung Mun, Sangdon Park, Jungseul Ok

CVPR 2024poster

Test-time adaptation (TTA) has emerged as a promising solution to address performance decay due to unforeseen distribution shifts between training and test data. While recent TTA methods excel in adapting to test data variations such adaptability exposes a model to vulnerability against malicious ex…

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